DataFrame
NO COMPARISON TARGET
81066
ROWS
0
DUPLICATES
2.5 GB
RAM
77
FEATURES
14
CATEGORICAL
49
NUMERICAL
14
TEXT
2.3.1
Get updates, docs & report issues here

Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
Unnamed: 0
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
81,066
(100%)
ZEROES:
1
(<1%)
MAX
121k
95%
117k
Q3
101k
AVG
59k
MEDIAN
54k
Q1
20k
5%
4k
MIN
0k
RANGE
121k
IQR
80,532
STD
40,625
VAR
1.7B
KURT.
-1.56
SKEW
0.105
SUM
4.8B
2
city
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
3
name
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
77,692
(96%)
43
<1%
-
-
5-star hotel concept Stylish Residence Spa & Gym
19
<1%
-
-
Kadıköy Merkezde Klimalı Lüks Yeni
19
<1%
-
-
Leilighet i Gamle Oslo
17
<1%
-
-
Cozy apartment in Oslo
15
<1%
-
-
Blueground | Prenzlauer Berg, nr Mauerpark
14
<1%
-
-
Habitación en Barcelona
14
<1%
-
-
2Br Apartment 5-Star hotel Concept Spa & Gym
80,925
>99%
-
-
(Other)
4
description
VALUES:
78,064
(96%)
MISSING:
3,002
(4%)
DISTINCT:
63,632
(78%)
625
<1%
-
-
If you stay in this centrally located place, you'll be close to everything as a family.
337
<1%
-
-
Enjoy a simple and cozy stay in this centrally located tranquil place.
293
<1%
-
-
Your family will be close to everything when you stay at this centrally-located place.
265
<1%
-
-
Keep it simple at this peaceful and centrally-located place.
260
<1%
-
-
You can easily access everything as a whole group from this centrally located place.
259
<1%
-
-
Enjoy a stylish experience at this centrally-located place.
213
<1%
-
-
Relax with the whole family at this peaceful place to stay.
75,812
97%
-
-
(Other)
5
neighborhood_overview
VALUES:
34,039
(42%)
MISSING:
47,027
(58%)
DISTINCT:
25,995
(32%)
92
<1%
-
-
A modernist treasure trove full of elaborate and often fantastical buildings, elegant landscapes and upmarket fashion - there’s really something magical about Eixample. The area sits on the right hand side of Passeig de Gràcia, the main boulevard that separates the city. Its gridded layout keeps t
71
<1%
-
-
This furnished apartment is located in Charlottenburg, which is set within the district of Charlottenburg-Wilmersdorf in Berlin's inner city. This elegant neighborhood is known for its historic architecture and high-end shopping scene, and there's no shortage of things to see and do nearby
66
<1%
-
-
This furnished apartment is located in Mitte, Berlin's first and most central district. The area is incredibly rich in history, with many of the city's museums and tourist sites located within the neighborhood. Bustling Mitte is one of the city's key business districts, and there is a
65
<1%
-
-
Eixample is Catalan for 'extension', meaning an extension of the old Barcelona city, and it is one of the most popular districts in the Catalan capital. Eixample was designed by Catalan-born architect, Ildefons Cerdà, who took traffic and sunlight (amongst many other things) into considera
49
<1%
-
-
Welcome Traveler.<br />The Singer Hostel and Apartment is located right in the center of Berlin. All major attractions are easily accessible and there are plenty of opportunities to have fun in the most trendy suburbs of Berlin - Friedrichshain, Kreuzberg (East Side Gallery, Bars, Clubs, Merc
44
<1%
-
-
The flat is perfectly located within close proximity to supermarkets, cafes, and markets. The area is quiet but within walking distance of parks, rivers, museums, art galleries, markets, and places to eat.<br /><br />The apartment is great for business travelers with most of the commerci
41
<1%
-
-
This furnished apartment is located in Friedrichshain, a hip neighborhood in the eastern part of Berlin. The neighborhood is known for its cool boutiques and after hours club scene. There's also a diverse culinary scene, with everything from authentic Vietnamese food to traditional German pub f
33,611
99%
-
-
(Other)
6
picture_url
VALUES:
81,061
(>99%)
MISSING:
5
(<1%)
DISTINCT:
78,904
(97%)
24
<1%
-
-
https://a0.muscache.com/pictures/miso/Hosting-1204130972757471218/original/84c4c333-0f10-40ae-9cba-357d5562c34d.jpeg
21
<1%
-
-
https://a0.muscache.com/pictures/miso/Hosting-1020874873424649838/original/ebc1513f-bbe2-4537-99b8-96fae5d635ee.jpeg
16
<1%
-
-
https://a0.muscache.com/pictures/miso/Hosting-1070171527551696334/original/aeedbbba-b8a2-4fcb-8449-262325b833e6.jpeg
12
<1%
-
-
https://a0.muscache.com/pictures/a55511b9-55e5-459d-a4b3-b23b61c05470.jpg
11
<1%
-
-
https://a0.muscache.com/pictures/miso/Hosting-1065049402843703196/original/04425f3f-e990-4c33-be6c-059f7e2b01a4.jpeg
10
<1%
-
-
https://a0.muscache.com/pictures/hosting/Hosting-1055000983386911316/original/29af0cab-0abb-4718-8f45-8efef0b72c65.jpeg
10
<1%
-
-
https://a0.muscache.com/pictures/miso/Hosting-1221154672305110685/original/e8a91f6d-35a0-48b4-9389-54e1a1f0476e.jpeg
80,957
>99%
-
-
(Other)
7
host_since
VALUES:
81,065
(>99%)
MISSING:
1
(<1%)
DISTINCT:
5,171
(6%)
406
<1%
-
-
2016-09-23
394
<1%
-
-
2020-05-15
294
<1%
-
-
2021-12-03
237
<1%
-
-
2015-04-27
217
<1%
-
-
2020-07-23
208
<1%
-
-
2017-08-23
193
<1%
-
-
2023-06-25
79,116
98%
-
-
(Other)
8
host_about
VALUES:
40,287
(50%)
MISSING:
40,779
(50%)
DISTINCT:
17,343
(21%)
576
1%
-
-
We’re Blueground, a global proptech company with several thousand move-in-ready apartments in a growing number of major cities around the world. With flexible terms and homes in vibrant, centrally based neighborhoods, you’ll feel at home and free to roam for as long as you want — a month, a year, or
388
<1%
-
-
Ukio's mission is to empower individuals to live where and when they want. We do this by disrupting the traditional residential real estate market by providing high quality and furnished apartments for stays of one month or more. We remove all the frustration around finding a rental with no l
208
<1%
-
-
Sweett (formerly Sweet Inn) invites you to enjoy comfort, convenience, and local charm in our thoughtfully designed apartments. With 10+ years of hosting experience, we ensure a home-like stay with cozy bedding, fast WiFi, and a Nespresso machine. Our 24/7 team assists with early check-ins, transfer
206
<1%
-
-
2010 yılından beri aktif olarak kısa dönem ve uzun dönem ev kiralama, alım-satım, danışmalık izmeti, yeniden değerleme hizmeti, fiyat belirleme uzmanlığı, değer tespit hizmeti vs gibi hizmetler vermekteyiz. Yerimiz Şirinevler Meydan'dadır ve 7/24 siz değerli müşterilerimize hizmet vermek için
200
<1%
-
-
Enter Coliving cree en un mundo de coliving. Nuestro objetivo es crear espacios de vida agradables donde las personas se sientan como en casa y tengan la oportunidad de concentrarse en sus objetivos en la ciudad increíble de Barcelona. Somos un grupo que solía vivir juntos compartiendo un apartament
183
<1%
-
-
Hi everyone! We are AB Apartment Barcelona, a local agency that offers accommodation options for those that want to visit our wonderful city. Let us tell you a bit more about us :) We have been managing apartments since 2007 when David and Dani, founders and twin brothers, decided to rent their hol
155
<1%
-
-
We are "ACOMODIS" apartments in Barcelona! We are a Catalan and Venezuelan couple with 3 daughters and we started using airbnb as our personal account. But since we were getting more apartments to manage we founded our small “family agency” called “ACOMODIS”. We are part of a happy team an
38,371
95%
-
-
(Other)
9
host_response_time
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
10
host_response_rate
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
91
(<1%)
ZEROES:
2,879
(4%)
MAX
100
95%
100
Q3
100
MEDIAN
100
AVG
92
Q1
98
5%
33
MIN
0
RANGE
100
IQR
2.00
STD
22.2
VAR
492
KURT.
9.64
SKEW
-3.23
SUM
7.4M
11
host_acceptance_rate
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
101
(<1%)
ZEROES:
4,546
(6%)
MAX
100
95%
100
Q3
100
MEDIAN
97
AVG
81
Q1
75
5%
0
MIN
0
RANGE
100
IQR
25.0
STD
28.9
VAR
835
KURT.
1.81
SKEW
-1.72
SUM
6.6M
12
host_is_superhost
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
13
host_picture_url
VALUES:
81,065
(>99%)
MISSING:
1
(<1%)
DISTINCT:
39,681
(49%)
4,683
6%
-
-
https://a0.muscache.com/defaults/user_pic-225x225.png?v=3
395
<1%
-
-
https://a0.muscache.com/im/pictures/user/e79ab552-a5eb-41bd-b02d-a1ff4fff9ea3.jpg?aki_policy=profile_x_medium
388
<1%
-
-
https://a0.muscache.com/im/pictures/user/f790e9f4-a54f-4132-83d8-f71b8c9e3760.jpg?aki_policy=profile_x_medium
285
<1%
-
-
https://a0.muscache.com/im/pictures/user/98fbf951-af01-449c-889e-c955e0f99c8f.jpg?aki_policy=profile_x_medium
206
<1%
-
-
https://a0.muscache.com/im/pictures/user/User-147336846/original/d80b53f9-a3ef-44e6-bdbf-3961ff682534.jpeg?aki_policy=profile_x_medium
200
<1%
-
-
https://a0.muscache.com/im/pictures/user/74a55874-b3c9-4e77-ba54-e5fcc53140af.jpg?aki_policy=profile_x_medium
196
<1%
-
-
https://a0.muscache.com/im/pictures/user/User-32037490/original/70657aed-2f20-44dc-93a2-5a69cb868b67.png?aki_policy=profile_x_medium
74,712
92%
-
-
(Other)
14
host_listings_count
VALUES:
81,065
(>99%)
MISSING:
1
(<1%)
DISTINCT:
201
(<1%)
ZEROES:
---
MAX
2,984
95%
151
Q3
14
AVG
32
MEDIAN
3
Q1
1
5%
1
MIN
1
RANGE
2,983
IQR
13.0
STD
130
VAR
16,907
KURT.
238
SKEW
12.7
SUM
2.6M
15
host_total_listings_count
VALUES:
81,065
(>99%)
MISSING:
1
(<1%)
DISTINCT:
259
(<1%)
ZEROES:
---
MAX
7,356
95%
183
Q3
19
AVG
47
MEDIAN
5
Q1
2
5%
1
MIN
1
RANGE
7,355
IQR
17.0
STD
254
VAR
64,761
KURT.
566
SKEW
21.4
SUM
3.8M
16
host_has_profile_pic
VALUES:
81,065
(>99%)
MISSING:
1
(<1%)
DISTINCT:
2
(<1%)
17
host_identity_verified
VALUES:
81,065
(>99%)
MISSING:
1
(<1%)
DISTINCT:
2
(<1%)
18
neighbourhood_cleansed
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
297
(<1%)
6,461
8%
-
-
Beyoglu
3,483
4%
-
-
Sisli
3,247
4%
-
-
Fatih
2,959
4%
-
-
Westminster
2,015
2%
-
-
la Dreta de l'Eixample
1,912
2%
-
-
Kadikoy
1,755
2%
-
-
Kensington and Chelsea
59,234
73%
-
-
(Other)
19
latitude
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
61,342
(76%)
ZEROES:
---
MAX
60.0
95%
59.9
Q3
51.6
AVG
47.2
MEDIAN
41.4
Q1
41.1
5%
41.0
MIN
40.8
RANGE
19.2
IQR
10.5
STD
6.54
VAR
42.8
KURT.
-1.13
SKEW
0.452
SUM
3.8M
20
longitude
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
65,212
(80%)
ZEROES:
---
MAX
29.9
95%
29.0
Q3
28.9
AVG
12.0
MEDIAN
10.7
Q1
-0.0
5%
-0.2
MIN
-0.5
RANGE
30.4
IQR
29.0
STD
12.3
VAR
151
KURT.
-1.51
SKEW
0.450
SUM
973k
21
property_type
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
105
(<1%)
42,075
52%
-
-
Entire rental unit
11,177
14%
-
-
Private room in rental unit
6,013
7%
-
-
Entire condo
4,127
5%
-
-
Entire home
3,653
5%
-
-
Private room in home
2,633
3%
-
-
Room in hotel
2,507
3%
-
-
Entire serviced apartment
8,881
11%
-
-
(Other)
22
room_type
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
23
accommodates
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
16
(<1%)
ZEROES:
---
MAX
16.0
95%
8.0
Q3
4.0
AVG
3.5
MEDIAN
3.0
Q1
2.0
5%
1.0
MIN
1.0
RANGE
15.0
IQR
2.00
STD
2.12
VAR
4.51
KURT.
5.55
SKEW
1.82
SUM
281k
24
bathrooms
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
42
(<1%)
ZEROES:
496
(<1%)
MAX
50.0
95%
2.0
Q3
1.5
AVG
1.3
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
50.0
IQR
0.500
STD
0.754
VAR
0.569
KURT.
473
SKEW
13.0
SUM
104k
25
bathrooms_text
VALUES:
80,914
(>99%)
MISSING:
152
(<1%)
DISTINCT:
61
(<1%)
26
bedrooms
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
31
(<1%)
ZEROES:
3,271
(4%)
MAX
50.0
95%
3.0
Q3
2.0
AVG
1.5
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
50.0
IQR
1.00
STD
1.16
VAR
1.35
KURT.
291
SKEW
9.64
SUM
125k
27
beds
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
39
(<1%)
ZEROES:
2,225
(3%)
MAX
127
95%
5
Q3
3
AVG
2
MEDIAN
2
Q1
1
5%
1
MIN
0
RANGE
127
IQR
2.00
STD
1.81
VAR
3.29
KURT.
379
SKEW
9.80
SUM
167k
28
amenities
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
72,058
(89%)
261
<1%
-
-
[]
136
<1%
-
-
["Housekeeping - available at extra cost", "TV", "Wifi", "Kitchen", "Long term stays allowed", "Washer", "Heating", "Air conditioning", "Iron", "Hair dryer"]
129
<1%
-
-
["TV", "Wifi", "Kitchen", "Long term stays allowed", "Washer", "Heating", "Air conditioning", "Iron", "Hair dryer"]
123
<1%
-
-
["Wifi", "TV", "Kitchen", "Washer", "Air conditioning"]
110
<1%
-
-
["Wifi", "Kitchen", "Washer", "TV"]
74
<1%
-
-
["Cleaning products", "Washer", "TV", "Dedicated workspace", "Kitchen", "Hot water", "Wifi", "Heating", "Dishes and silverware"]
67
<1%
-
-
["Washer", "Air conditioning", "TV", "Kitchen", "Wifi"]
80,166
99%
-
-
(Other)
29
price
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
7,800
(10%)
885
1%
-
-
$126.0
848
1%
-
-
$63.0
647
<1%
-
-
$189.0
606
<1%
-
-
$94.5
481
<1%
-
-
$157.5
456
<1%
-
-
$252.0
419
<1%
-
-
$84.0
76,724
95%
-
-
(Other)
30
minimum_nights
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
140
(<1%)
ZEROES:
---
MAX
999
95%
100
Q3
31
AVG
24
MEDIAN
3
Q1
1
5%
1
MIN
1
RANGE
998
IQR
30.0
STD
47.5
VAR
2,257
KURT.
107
SKEW
6.67
SUM
2.0M
31
maximum_nights
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
329
(<1%)
ZEROES:
---
MAX
9,999
95%
1,125
Q3
365
AVG
459
MEDIAN
365
Q1
300
5%
15
MIN
1
RANGE
9,998
IQR
65.0
STD
383
VAR
147k
KURT.
28.3
SKEW
2.00
SUM
37.2M
32
minimum_minimum_nights
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
136
(<1%)
ZEROES:
5
(<1%)
MAX
600
95%
100
Q3
30
AVG
23
MEDIAN
2
Q1
1
5%
1
MIN
0
RANGE
600
IQR
29.0
STD
40.3
VAR
1,625
KURT.
10.7
SKEW
2.46
SUM
1.9M
33
maximum_minimum_nights
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
147
(<1%)
ZEROES:
---
MAX
999
95%
100
Q3
31
AVG
28
MEDIAN
3
Q1
2
5%
1
MIN
1
RANGE
998
IQR
29.0
STD
51.5
VAR
2,651
KURT.
38.2
SKEW
4.29
SUM
2.2M
34
minimum_maximum_nights
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
320
(<1%)
ZEROES:
---
MAX
2.1B
95%
0.0B
Q3
0.0B
AVG
0.0B
MEDIAN
0.0B
Q1
0.0B
5%
0.0B
MIN
0.0B
RANGE
2.1B
IQR
765
STD
25.0M
VAR
625.7T
KURT.
7,365
SKEW
85.8
SUM
23.7B
35
maximum_maximum_nights
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
350
(<1%)
ZEROES:
---
MAX
2.1B
95%
0.0B
Q3
0.0B
AVG
0.0B
MEDIAN
0.0B
Q1
0.0B
5%
0.0B
MIN
0.0B
RANGE
2.1B
IQR
760
STD
26.1M
VAR
682.6T
KURT.
6,751
SKEW
82.2
SUM
25.8B
36
minimum_nights_avg_ntm
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
902
(1%)
ZEROES:
---
MAX
967
95%
100
Q3
31
AVG
25
MEDIAN
3
Q1
2
5%
1
MIN
0
RANGE
967
IQR
29.0
STD
42.2
VAR
1,778
KURT.
29.0
SKEW
3.25
SUM
2.0M
37
maximum_nights_avg_ntm
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
2,344
(3%)
ZEROES:
---
MAX
2.1B
95%
0.0B
Q3
0.0B
AVG
0.0B
MEDIAN
0.0B
Q1
0.0B
5%
0.0B
MIN
0.0B
RANGE
2.1B
IQR
760
STD
26.1M
VAR
682.3T
KURT.
6,751
SKEW
82.2
SUM
25.8B
38
has_availability
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
39
availability_30
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
31
(<1%)
ZEROES:
13,277
(16%)
MAX
30.0
95%
30.0
Q3
29.0
AVG
15.3
MEDIAN
15.0
Q1
4.0
5%
0.0
MIN
0.0
RANGE
30.0
IQR
25.0
STD
11.6
VAR
136
KURT.
-1.61
SKEW
-0.012
SUM
1.2M
40
availability_60
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
61
(<1%)
ZEROES:
8,480
(10%)
MAX
60.0
95%
60.0
Q3
58.0
MEDIAN
39.0
AVG
35.2
Q1
15.0
5%
0.0
MIN
0.0
RANGE
60.0
IQR
43.0
STD
22.1
VAR
488
KURT.
-1.40
SKEW
-0.335
SUM
2.9M
41
availability_90
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
91
(<1%)
ZEROES:
6,602
(8%)
MAX
90.0
95%
90.0
Q3
88.0
MEDIAN
66.0
AVG
57.6
Q1
33.0
5%
0.0
MIN
0.0
RANGE
90.0
IQR
55.0
STD
31.5
VAR
994
KURT.
-1.04
SKEW
-0.612
SUM
4.7M
42
availability_365
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
366
(<1%)
ZEROES:
733
(<1%)
MAX
365
95%
365
Q3
340
MEDIAN
255
AVG
224
Q1
116
5%
19
MIN
0
RANGE
365
IQR
224
STD
119
VAR
14,057
KURT.
-1.23
SKEW
-0.372
SUM
18.1M
43
number_of_reviews
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
672
(<1%)
ZEROES:
21,534
(27%)
MAX
2,753
95%
151
Q3
27
AVG
31
MEDIAN
5
Q1
0
5%
0
MIN
0
RANGE
2,753
IQR
27.0
STD
72.5
VAR
5,253
KURT.
101
SKEW
6.67
SUM
2.5M
44
number_of_reviews_ltm
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
219
(<1%)
ZEROES:
29,650
(37%)
MAX
1,287
95%
43
Q3
11
AVG
9
MEDIAN
2
Q1
0
5%
0
MIN
0
RANGE
1,287
IQR
11.0
STD
18.2
VAR
332
KURT.
420
SKEW
10.4
SUM
753k
45
number_of_reviews_l30d
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
44
(<1%)
ZEROES:
54,772
(68%)
MAX
172
95%
4
Q3
1
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
172
IQR
1.00
STD
1.80
VAR
3.25
KURT.
1,165
SKEW
17.3
SUM
63,142
46
first_review
VALUES:
59,532
(73%)
MISSING:
21,534
(27%)
DISTINCT:
4,454
(5%)
234
<1%
-
-
2024-06-30
195
<1%
-
-
2024-01-01
167
<1%
-
-
2024-08-18
155
<1%
-
-
2024-06-23
153
<1%
-
-
2024-07-07
151
<1%
-
-
2024-04-21
140
<1%
-
-
2024-05-12
58,337
98%
-
-
(Other)
47
last_review
VALUES:
59,532
(73%)
MISSING:
21,534
(27%)
DISTINCT:
2,099
(3%)
1,205
2%
-
-
2024-09-01
1,200
2%
-
-
2024-08-18
967
2%
-
-
2024-08-25
958
2%
-
-
2024-08-19
868
1%
-
-
2024-08-23
858
1%
-
-
2024-08-31
841
1%
-
-
2024-08-26
52,635
88%
-
-
(Other)
48
review_scores_rating
VALUES:
59,532
(73%)
MISSING:
21,534
(27%)
DISTINCT:
190
(<1%)
ZEROES:
2
(<1%)
MAX
5.00
95%
5.00
Q3
5.00
MEDIAN
4.81
AVG
4.66
Q1
4.56
5%
4.00
MIN
0.00
RANGE
5.00
IQR
0.440
STD
0.515
VAR
0.266
KURT.
20.4
SKEW
-3.85
SUM
278k
49
review_scores_accuracy
VALUES:
59,527
(73%)
MISSING:
21,539
(27%)
DISTINCT:
185
(<1%)
ZEROES:
1
(<1%)
MAX
5.00
95%
5.00
Q3
5.00
MEDIAN
4.84
AVG
4.70
Q1
4.63
5%
4.00
MIN
0.00
RANGE
5.00
IQR
0.370
STD
0.499
VAR
0.249
KURT.
23.0
SKEW
-4.13
SUM
280k
50
review_scores_cleanliness
VALUES:
59,528
(73%)
MISSING:
21,538
(27%)
DISTINCT:
205
(<1%)
ZEROES:
1
(<1%)
MAX
5.00
95%
5.00
Q3
4.98
MEDIAN
4.79
AVG
4.64
Q1
4.50
5%
3.82
MIN
0.00
RANGE
5.00
IQR
0.480
STD
0.524
VAR
0.275
KURT.
17.6
SKEW
-3.54
SUM
276k
51
review_scores_checkin
VALUES:
59,526
(73%)
MISSING:
21,540
(27%)
DISTINCT:
187
(<1%)
ZEROES:
1
(<1%)
MAX
5.00
95%
5.00
Q3
5.00
MEDIAN
4.90
AVG
4.77
Q1
4.74
5%
4.00
MIN
0.00
RANGE
5.00
IQR
0.260
STD
0.459
VAR
0.210
KURT.
31.4
SKEW
-4.89
SUM
284k
52
review_scores_communication
VALUES:
59,529
(73%)
MISSING:
21,537
(27%)
DISTINCT:
173
(<1%)
ZEROES:
1
(<1%)
MAX
5.00
95%
5.00
Q3
5.00
MEDIAN
4.93
AVG
4.78
Q1
4.76
5%
4.00
MIN
0.00
RANGE
5.00
IQR
0.240
STD
0.460
VAR
0.211
KURT.
32.6
SKEW
-5.04
SUM
285k
53
review_scores_location
VALUES:
59,527
(73%)
MISSING:
21,539
(27%)
DISTINCT:
178
(<1%)
ZEROES:
1
(<1%)
MAX
5.00
95%
5.00
Q3
5.00
MEDIAN
4.84
AVG
4.73
Q1
4.66
5%
4.00
MIN
0.00
RANGE
5.00
IQR
0.340
STD
0.429
VAR
0.184
KURT.
28.5
SKEW
-4.40
SUM
281k
54
review_scores_value
VALUES:
59,527
(73%)
MISSING:
21,539
(27%)
DISTINCT:
202
(<1%)
ZEROES:
1
(<1%)
MAX
5.00
95%
5.00
Q3
4.89
MEDIAN
4.71
AVG
4.57
Q1
4.47
5%
3.67
MIN
0.00
RANGE
5.00
IQR
0.420
STD
0.540
VAR
0.292
KURT.
16.3
SKEW
-3.40
SUM
272k
55
instant_bookable
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
56
calculated_host_listings_count
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
115
(<1%)
ZEROES:
---
MAX
468
95%
119
Q3
12
AVG
22
MEDIAN
3
Q1
1
5%
1
MIN
1
RANGE
467
IQR
11.0
STD
63.9
VAR
4,081
KURT.
27.3
SKEW
5.00
SUM
1.8M
57
calculated_host_listings_count_entire_homes
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
111
(<1%)
ZEROES:
18,019
(22%)
MAX
462
95%
81
Q3
9
AVG
19
MEDIAN
1
Q1
1
5%
0
MIN
0
RANGE
462
IQR
8.00
STD
60.9
VAR
3,713
KURT.
31.4
SKEW
5.37
SUM
1.5M
58
calculated_host_listings_count_private_rooms
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
59
(<1%)
ZEROES:
51,604
(64%)
MAX
356
95%
9
Q3
1
AVG
3
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
356
IQR
1.00
STD
20.0
VAR
399
KURT.
242
SKEW
14.5
SUM
260k
59
calculated_host_listings_count_shared_rooms
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
14
(<1%)
ZEROES:
79,846
(98%)
MAX
38.0
95%
0.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
38.0
IQR
0.00
STD
1.07
VAR
1.15
KURT.
958
SKEW
28.7
SUM
5,432
60
reviews_per_month
VALUES:
59,532
(73%)
MISSING:
21,534
(27%)
DISTINCT:
1,047
(1%)
ZEROES:
---
MAX
74.6
95%
4.4
Q3
2.0
AVG
1.4
MEDIAN
0.9
Q1
0.3
5%
0.1
MIN
0.0
RANGE
74.6
IQR
1.67
STD
1.70
VAR
2.89
KURT.
128
SKEW
6.04
SUM
83,792
61
comments
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
59,428
(73%)
21,534
27%
-
-
[]
31
<1%
-
-
['.']
13
<1%
-
-
['Good']
7
<1%
-
-
['Great place']
5
<1%
-
-
['👍']
4
<1%
-
-
['Great!']
4
<1%
-
-
['Nice']
59,468
73%
-
-
(Other)
62
distance_to_city_center
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
76,483
(94%)
ZEROES:
---
MAX
0.966
95%
0.243
Q3
0.090
AVG
0.071
MEDIAN
0.041
Q1
0.019
5%
0.008
MIN
0.000
RANGE
0.966
IQR
0.071
STD
0.088
VAR
0.008
KURT.
21.4
SKEW
3.63
SUM
5,786
63
average_review_length
VALUES:
59,532
(73%)
MISSING:
21,534
(27%)
DISTINCT:
23,095
(28%)
ZEROES:
1
(<1%)
MAX
574
95%
79
Q3
49
AVG
41
MEDIAN
38
Q1
28
5%
12
MIN
0
RANGE
574
IQR
21.1
STD
22.9
VAR
524
KURT.
23.1
SKEW
2.77
SUM
2.5M
64
spelling_errors
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
53
(<1%)
ZEROES:
38,206
(47%)
MAX
1.00
95%
0.07
Q3
0.03
AVG
0.02
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.030
STD
0.032
VAR
9.99e-4
KURT.
134
SKEW
7.35
SUM
1,436
65
host_profile_pic_people_visible
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
487
(<1%)
ZEROES:
---
MAX
0.994
95%
0.955
Q3
0.900
MEDIAN
0.788
AVG
0.731
Q1
0.607
5%
0.317
MIN
0.008
RANGE
0.986
IQR
0.293
STD
0.205
VAR
0.042
KURT.
0.186
SKEW
-0.956
SUM
59,260
66
host_profile_pic_male_or_female
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
515
(<1%)
ZEROES:
---
MAX
1.000
95%
0.999
Q3
0.996
MEDIAN
0.979
AVG
0.921
Q1
0.908
5%
0.633
MIN
0.185
RANGE
0.815
IQR
0.087
STD
0.123
VAR
0.015
KURT.
3.93
SKEW
-2.07
SUM
74,656
67
host_profile_pic_setting_indoor_outdoor
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
1,129
(1%)
ZEROES:
---
MAX
0.999
95%
0.941
Q3
0.574
AVG
0.340
MEDIAN
0.260
Q1
0.046
5%
0.006
MIN
0.000
RANGE
0.998
IQR
0.528
STD
0.311
VAR
0.097
KURT.
-0.925
SKEW
0.610
SUM
27,543
68
host_profile_pic_professionality
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
793
(<1%)
ZEROES:
---
MAX
0.997
95%
0.831
Q3
0.392
AVG
0.263
MEDIAN
0.158
Q1
0.049
5%
0.008
MIN
0.000
RANGE
0.996
IQR
0.343
STD
0.262
VAR
0.069
KURT.
0.067
SKEW
1.05
SUM
21,292
69
host_profile_pic_quality
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
498
(<1%)
ZEROES:
---
MAX
1.000
95%
0.994
Q3
0.978
MEDIAN
0.954
AVG
0.905
Q1
0.886
5%
0.637
MIN
0.020
RANGE
0.980
IQR
0.092
STD
0.125
VAR
0.016
KURT.
8.83
SKEW
-2.70
SUM
73,388
70
aesthetic_score
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
75,311
(93%)
ZEROES:
---
MAX
8.18
95%
7.13
Q3
6.47
AVG
5.83
MEDIAN
5.67
Q1
5.29
5%
4.63
MIN
3.21
RANGE
4.97
IQR
1.18
STD
0.777
VAR
0.603
KURT.
-0.665
SKEW
0.173
SUM
473k
71
picture_url_setting_indoor_outdoor
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
858
(1%)
ZEROES:
---
MAX
1.000
95%
0.995
Q3
0.987
MEDIAN
0.973
AVG
0.850
Q1
0.932
5%
0.026
MIN
0.000
RANGE
1.000
IQR
0.055
STD
0.297
VAR
0.088
KURT.
3.14
SKEW
-2.21
SUM
68,870
72
amount_of_amenities
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
103
(<1%)
ZEROES:
261
(<1%)
MAX
116
95%
55
Q3
41
AVG
29
MEDIAN
29
Q1
16
5%
6
MIN
0
RANGE
116
IQR
25.0
STD
15.7
VAR
245
KURT.
-0.480
SKEW
0.266
SUM
2.4M
73
berlin
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
74
barcelona
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
75
istanbul
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
76
london
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
77
oslo
VALUES:
81,066
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
Associations
[Only including dataset "DataFrame"]
Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Unnamed: 0
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

longitude
0.66
aesthetic_score
0.60
latitude
-0.49
availability_30
0.37
availability_60
0.36
availability_90
0.34
minimum_minimum_nights
0.33
distance_to_city_center
0.30
minimum_nights_avg_ntm
0.30
minimum_nights
0.29
availability_365
0.26
maximum_minimum_nights
0.23
number_of_reviews
-0.22
host_profile_pic_male_or_female
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

city
0.96
istanbul
0.82
barcelona
0.51
oslo
0.45
berlin
0.27
host_response_time
0.16
bathrooms_text
0.13
host_has_profile_pic
0.12
host_identity_verified
0.09
instant_bookable
0.09
london
0.08
host_is_superhost
0.03
room_type
0.02
has_availability
0.01
MOST FREQUENT VALUES

23451
1
<0.1%
43804
1
<0.1%
43816
1
<0.1%
43812
1
<0.1%
43811
1
<0.1%
43810
1
<0.1%
43809
1
<0.1%
43808
1
<0.1%
43805
1
<0.1%
43803
1
<0.1%
43821
1
<0.1%
43800
1
<0.1%
43799
1
<0.1%
43797
1
<0.1%
43795
1
<0.1%
SMALLEST VALUES

0
1
<0.1%
1
1
<0.1%
2
1
<0.1%
3
1
<0.1%
4
1
<0.1%
5
1
<0.1%
6
1
<0.1%
7
1
<0.1%
8
1
<0.1%
9
1
<0.1%
10
1
<0.1%
11
1
<0.1%
12
1
<0.1%
13
1
<0.1%
14
1
<0.1%
LARGEST VALUES

121065
1
<0.1%
121064
1
<0.1%
121063
1
<0.1%
121062
1
<0.1%
121061
1
<0.1%
121060
1
<0.1%
121059
1
<0.1%
121058
1
<0.1%
121057
1
<0.1%
121056
1
<0.1%
121055
1
<0.1%
121054
1
<0.1%
121053
1
<0.1%
121052
1
<0.1%
121051
1
<0.1%
city
MISSING:
---
TOP CATEGORIES

istanbul
25,402
31%
london
23,205
29%
barcelona
15,422
19%
berlin
9,008
11%
oslo
8,029
10%
ALL
81,066
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
city
PROVIDES INFORMATION ON...

berlin
1.00
barcelona
1.00
istanbul
1.00
london
1.00
oslo
1.00
host_identity_verified
0.08
host_response_time
0.03
instant_bookable
0.03
bathrooms_text
0.03
host_has_profile_pic
0.02
has_availability
0.02
room_type
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host_is_superhost
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THESE FEATURES
GIVE INFORMATION
ON city:

istanbul
0.41
london
0.40
barcelona
0.32
berlin
0.23
oslo
0.21
bathrooms_text
0.03
host_response_time
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instant_bookable
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room_type
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host_has_profile_pic
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host_is_superhost
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has_availability
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
city
CORRELATION RATIO WITH...

latitude
1.00
longitude
1.00
Unnamed: 0
0.96
aesthetic_score
0.84
minimum_minimum_nights
0.48
minimum_nights_avg_ntm
0.44
availability_30
0.44
minimum_nights
0.42
availability_60
0.42
availability_90
0.38
distance_to_city_center
0.35
maximum_minimum_nights
0.35
availability_365
0.32
host_profile_pic_male_or_female
0.24
name
MISSING:
---
43
<1%
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5-star hotel concept Stylish Residence Spa & Gym
19
<1%
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Kadıköy Merkezde Klimalı Lüks Yeni
19
<1%
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Leilighet i Gamle Oslo
17
<1%
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Cozy apartment in Oslo
15
<1%
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Blueground | Prenzlauer Berg, nr Mauerpark
14
<1%
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Habitación en Barcelona
14
<1%
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2Br Apartment 5-Star hotel Concept Spa & Gym
14
<1%
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5 Star hotel Concept Stylish Residence Spa & Gym
13
<1%
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Exclusively Women - Double Room
13
<1%
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Leilighet på St. Hanshaugen
13
<1%
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Leilighet sentralt i Oslo
13
<1%
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Blueground | Mitte, retail in building
12
<1%
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Exclusively Women - Single Room
12
<1%
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Koselig og sentral leilighet
12
<1%
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Flat in London
12
<1%
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Leilighet i Oslo
12
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Home away from home
12
<1%
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Apartment Hotel Wittenau
11
<1%
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Stay in Sultanahmet/Hagia Sophia area
11
<1%
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Sultan Süleyman Palace Boutique
11
<1%
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Urban Apartments Grünerløkka Spacious Studio
11
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Verseca Hotel
11
<1%
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AB Beach Poble Nou
11
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Sentral leilighet i Oslo
10
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Habitación individual
10
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Koselig leilighet på Torshov
10
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Peker Hotel
10
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Leilighet på Grünerløkka
10
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.
10
<1%
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Double room with balcony
9
<1%
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Leilighet på Torshov
9
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Double Room
9
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Leilighet på Majorstuen
9
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Room in London
9
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5 yıldızlı Otel konsept daire Spa ve Spor Merkezi
9
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Art Gallery Apartment
9
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Cozy Room | Center of Istanbul | Ottoman Mansion
9
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AB Casa Saltor
8
<1%
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Habitación Sagrada Familia
8
<1%
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Blueground | Charlottenburg, nr KaDeWe
8
<1%
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Blueground | Mitte, near Spree
8
<1%
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Standard Double Room
8
<1%
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Double room
8
<1%
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Premium 2 br design flat Merce
8
<1%
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Cozy room
8
<1%
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modernes Business & City Apartment - Gesundbrunnen
8
<1%
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Blueground | Charlottenburg, nr Tiergarten
8
<1%
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Blueground | Charlottenburg, furnished & equipped
8
<1%
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Sentral og moderne leilighet
7
<1%
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Koselig leilighet
7
<1%
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Blueground | Friedrichshain, fully furnished
7
<1%
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London Studios Fulham near District Line
7
<1%
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Bomonti Art Suite Hotel
7
<1%
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2 Bedroom Flat Venezia Istanbul
7
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Single Room
7
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Piso de 4 habitaciones y 2 baños
7
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Roj Suite
7
<1%
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Lovely studio apartment near Mall of Istanbul
7
<1%
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One bedroom apartment
7
<1%
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Habitación a estrenar en Balmes
80,424
>99%
-
-
(Other)
description
MISSING:
3,002
(4%)
625
<1%
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If you stay in this centrally located place, you'll be close to everything as a family.
337
<1%
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Enjoy a simple and cozy stay in this centrally located tranquil place.
293
<1%
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Your family will be close to everything when you stay at this centrally-located place.
265
<1%
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Keep it simple at this peaceful and centrally-located place.
260
<1%
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You can easily access everything as a whole group from this centrally located place.
259
<1%
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Enjoy a stylish experience at this centrally-located place.
213
<1%
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Relax with the whole family at this peaceful place to stay.
209
<1%
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Our mission is to empower individuals to immerse themselves in new places by having a home wherever they go. We do this by providing artfully designed fully furnished and serviced apartments for stays of one month or more. We are currently present in some of the most important cities in Europe.
201
<1%
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Enjoy a stylish experience in this centrally located place.
165
<1%
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Enjoy a simple and cozy stay in this centrally located quiet place.
159
<1%
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The whole group will enjoy easy access to everything from this centrally located place.
139
<1%
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Enjoy easy access to popular shops and restaurants from this charming place to stay.
138
<1%
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Forget your worries in this spacious and serene space.
138
<1%
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Kick back and relax in this calm, stylish space.
104
<1%
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You can relax as a family at this peaceful place to stay.
99
<1%
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This special place is close to everything, making it easy to plan your visit.
89
<1%
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Our mission is to empower individuals to immerse themselves in new places by having a home wherever they go. We do this by providing artfully designed fully furnished and serviced apartments for stays of one month or more. We are currently present in some of the most important cities in Europe.
88
<1%
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You can rest as a family in this peaceful accommodation.
87
<1%
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Bring the whole family to this great place with lots of room for fun.
86
<1%
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Take it easy at this unique and tranquil getaway.
84
<1%
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Enjoy easy access to anywhere from this perfectly located property.
81
<1%
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Our mission is to empower individuals to immerse themselves in new places by having a home wherever they go. We do this by providing artfully designed fully furnished and serviced apartments for stays of one month or more. We are currently present in some of the most important cities in Europe
81
<1%
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Simple and peaceful accommodation, which is centrally located.
79
<1%
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You'll have a great time in this comfortable stay.
79
<1%
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Enjoy easy access to everything from this perfectly located home base.
78
<1%
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You'll have a great time at this comfortable place to stay.
77
<1%
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This stylish space is close to must-see spots.
74
<1%
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At limehome, we believe that everyone deserves a better place while traveling. A place to look forward to return to. A place designed to stay®. Whether you are looking for a home away from home or a quiet place to work - our apartments feature high-quality fittings including a premium hotel bed for
71
<1%
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This stylish place to stay is perfect for group trips.
66
<1%
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This unique place has a style all its own.
65
<1%
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As soon as you step outside the door of this property, you will find everything you want to explore.
59
<1%
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Sit back and relax on this calm, stylish space.
59
<1%
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Take a break and unwind at this peaceful oasis.
58
<1%
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Stay in a luxury location close to everywhere you want to visit.
56
<1%
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Enjoy a stylish experience at this centrally located place.
55
<1%
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Have fun with the whole family at this stylish place.
54
<1%
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Relax with the whole family at this peaceful place to stay. Our place is located in a bustling area with a shopping mall, restaurants and cafes, beauty salons, and a mosque nearby. You'll be able to enjoy the convenience of having everything you need within walking distance. Our home is cozy an
53
<1%
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This special place is close to everything and makes it easier for you to plan your trip.
50
<1%
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Located in Beyoğlu in the heart of Istanbul, right next to art galleries, museums, theaters, concert halls and movie theaters, he is waiting to welcome his new residents. Walking distance to places such as Nisantasi Taksim and Cihangir.<br /><br />Elevator, covered garage and 24/7 securi
46
<1%
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Enjoy a simple and comfortable stay in this quiet, centrally located place.
45
<1%
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Enjoy the simplicity of this quiet, central home.
43
<1%
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Included amenities: Wifi, Welcome Pack, Toiletries, Area Tips, Cleaning, Fridge Fill Service, Cafetiere, 24/7 Support.
43
<1%
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Make some memories at this unique and family-friendly place.
41
<1%
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Forget about your worries in this spacious and serene space.
40
<1%
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This special place is close to everything and makes it easy to plan your trip.
38
<1%
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An ideal location for anyone looking to make the most out of living in some of the most vibrant areas of London, whilst maintaining fantastic access to the city centre and, a fabulous living space.
38
<1%
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This home is strategically located-it will be easy to plan your visit!
38
<1%
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If you stay in this centrally located place, you will be close to every place as a family.
38
<1%
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Enjoy your entire family in this stylish space.
37
<1%
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This stylish place is close to must-sees.
37
<1%
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Enjoy the simplicity of this quiet and central place.
36
<1%
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At Badi, we believe that finding new accommodation should be an exciting and enjoyable experience. That's why we aim to make the process of finding short-stay accommodation as easy and relaxed as possible. Our company offers a wide variety of options, from private rooms to entire apartments, ca
36
<1%
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.
34
<1%
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You can enjoy the fun with your whole family in this wonderful place.
32
<1%
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Welcome to URBAN FLATS Berlin!<br /><br />Experience the capital in our modern and cozy apartment in the heart of Berlin Mitte. Our apartments are in the best location to explore the famous sights such as the Brandenburg Gate, Alexanderplatz and the beautiful Museum Island. Many authenti
32
<1%
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Enjoy a simple and cozy stay in this centrally-located place.
31
<1%
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Enjoy the simplicity of this quiet and central accommodation.
31
<1%
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With the central location of this home, you and your loved ones will have it all within easy reach.
31
<1%
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Stop at this oasis of tranquility and take a break and unwind.
30
<1%
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{ More Quality of Living }<br />Enjoy a stylish experience at centrally-located spacious flat.<br />taking our time to perfectly furnish this place to offer a unique memorable holiday to you, your family & friends<br />Living at this place will offer a cosmopolitan experience l
72,054
92%
-
-
(Other)
neighborhood_overview
MISSING:
47,027
(58%)
92
<1%
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A modernist treasure trove full of elaborate and often fantastical buildings, elegant landscapes and upmarket fashion - there’s really something magical about Eixample. The area sits on the right hand side of Passeig de Gràcia, the main boulevard that separates the city. Its gridded layout keeps t
71
<1%
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This furnished apartment is located in Charlottenburg, which is set within the district of Charlottenburg-Wilmersdorf in Berlin's inner city. This elegant neighborhood is known for its historic architecture and high-end shopping scene, and there's no shortage of things to see and do nearby
66
<1%
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This furnished apartment is located in Mitte, Berlin's first and most central district. The area is incredibly rich in history, with many of the city's museums and tourist sites located within the neighborhood. Bustling Mitte is one of the city's key business districts, and there is a
65
<1%
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Eixample is Catalan for 'extension', meaning an extension of the old Barcelona city, and it is one of the most popular districts in the Catalan capital. Eixample was designed by Catalan-born architect, Ildefons Cerdà, who took traffic and sunlight (amongst many other things) into considera
49
<1%
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Welcome Traveler.<br />The Singer Hostel and Apartment is located right in the center of Berlin. All major attractions are easily accessible and there are plenty of opportunities to have fun in the most trendy suburbs of Berlin - Friedrichshain, Kreuzberg (East Side Gallery, Bars, Clubs, Merc
44
<1%
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The flat is perfectly located within close proximity to supermarkets, cafes, and markets. The area is quiet but within walking distance of parks, rivers, museums, art galleries, markets, and places to eat.<br /><br />The apartment is great for business travelers with most of the commerci
41
<1%
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This furnished apartment is located in Friedrichshain, a hip neighborhood in the eastern part of Berlin. The neighborhood is known for its cool boutiques and after hours club scene. There's also a diverse culinary scene, with everything from authentic Vietnamese food to traditional German pub f
39
<1%
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Hardly anywhere else in Berlin combines authentic neighbourhood life, the history of the once divided city and the vibrant, cosmopolitan spirit as attractive as in the Mitte district around Invalidenstraße. World-class cultural highlights such as the Museum Island or the Natural History Museum can b
39
<1%
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Eixample is Catalan for 'extension', meaning an extension of the old Barcelona city. Eixample was designed by Catalan-born urban planning visionary, Ildefons Cerdà, who took traffic and sunlight (amongst many other things) into consideration when creating the plans for this new district. E
36
<1%
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There is everything you need in this place! Strategically located right in between Şişli & Levent, you’ll take advantage of being in the intersection! Markets, restaurants, and shops are all around, and touristic attractions & commercial places are easily accessible within 30 minutes! In the
36
<1%
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The quiet location on Gerichtstraße is ideal to succumb to the proverbial rough charm of Berlin. In the immediate vicinity you can experience the vibrant neighbourhood with multicultural flair, snacks, takeaways and the rapid change of this environment: Seriousness is one of the most uncompromising
35
<1%
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This furnished apartment is located in Kreuzberg, a sprawling neighborhood in central Berlin. The dynamic and fast-growing area is popular with students, young professionals, and new arrivals to the city. You will find cafes and eateries at every price point, as well as an abundance of Turkish resta
34
<1%
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Right outside the door, you'll find a mix of historic architecture, trendy shops, cafes, and great restaurants.<br /><br />In the immediate vicinity you will also find many of the most beautiful sights of Berlin as well as a colorful nightlife.<br /><br />The beautiful M
34
<1%
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This furnished apartment is located in Prenzlauer Berg, a centrally located and family friendly neighborhood in northeast Berlin. The area is known for its relatively young population, and is especially popular for those with young children. There are cafes and restaurants throughout the area, inclu
31
<1%
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The building is situated at a very convenient location, it is just a few minutes of walk to Sultanahmet Square<br />Just a few steps to historical places in walking distance as below;<br />Blue Mosque – 5 mins<br />Hagia Sophia Museum – 8 mins<br />Topkapi Palace Museum – 12
30
<1%
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There are lots of restaurants, shops, night clubs in a few minutes walk distance to our place.
28
<1%
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This busy district in central Barcelona is characterized by wide streets and an elegant atmosphere. L'Eixample is known for its Art Nouveau architecture, including buildings by Antoni Gaudí, and the shopping and dining around the Plaça de Catalunya and along Passeig de Gracia.<br /><br
28
<1%
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The Gothic Quarter is one of the oldest and most emblematic neighborhoods in the city of Barcelona, located in the heart of the historic center of the city. This neighborhood is characterized by its narrow medieval streets, historical buildings, churches, squares and museums.<br /><br />
28
<1%
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Sisli is a lively district that houses many attractions to discover such as shopping malls, restaurants, cafes, pubs, stores, boutiques, cinemas, theaters, cultural centers, galleries and museums. Our house is located within proximity to all these opportunities.
27
<1%
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Galata is a neighbourhood of Istanbul located at the northern shore of the Golden Horn, the inlet which separates it from the historic peninsula of old Constantinople. The Golden Horn is crossed by several bridges, most notably the Galata Bridge. The medieval citadel of Galata was a colony of the Re
26
<1%
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Beyoglu/ Taksim is the heart of the Istanbul. You can reach Taksim square in 15 minutes by walking and 5 minutes by car. Taksim Square ,situated in Beyoğlu , the European part of Istanbul. Taksim is a major tourist and leisure district famed for its restaurants, shops, and hotels. It is considered t
25
<1%
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This apartment is located on Bogazkesen, the officially declared Cultural Street of Istanbul, connecting Galataport to the famous Istiklal Street, both of which are home to shopping, vibrant nightlife, the best of local cuisine, prestigious museums, and more.<br /><br />It's only a
24
<1%
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An ideal blend of city and country, the Sarrià-Sant Gervasi district straddles the city grid and the slopes of Mt. Tibidabo. The southern portion of the district is home to world-class shopping and dining, with everything from sushi to tapas bars on offer and both independent and brand-name boutique
22
<1%
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Kadikoy is a lively district with a variety of things to offer - from countless modern cafes, through local and international restaurants, art galleries, and bazaars full of spices and souvenirs, to big shopping centers with domestic and international brands. Kadikoy is Istanbul’s Asian hub with bus
22
<1%
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South Kensington, Gloucester Road Bustling with boutiques, restaurants, bars and museums South Kensington is amongst London’s most desirable and expensive areas. With Kensington Place and Hyde Park just a short walk away, our two bedrooms luxury serviced apartments are an ideal location for anyone t
22
<1%
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The neighborhood of Poble Sec was the first extension built outside of Barcelona's historic city centre. Located at the base of Montjuïc, this neighbourhood has great access to all of the attractions on the hill, such as Poble Espanyol and many more museums. The main avenue of Poble Sec is Avin
22
<1%
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"La Sagrada Família" is a neighborhood surrounding the Barcelona’s most famous basilica with the same name, the stunning Sagrada Família. <br />Sagrada Familia area is one of the best locations for a stay in Barcelona; it’s popular both among tourists and locals, as it's vibran
21
<1%
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This unique area is rich in history, architecture, culture, and cuisine. Just a short distance to the trendy Passeig de Gràcia you will find, La Pedrera, Casa Batlló, and Casa Milà along with several upscale shops and restaurants.<br />On summer (July and August) a few meters away there is the
21
<1%
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Cosmopolitan Neukölln is popular with artists, students and new arrivals in Berlin. The neighborhood is known for its large international population and busy streets lined with Middle Eastern pastry shops and restaurants. Nature lovers won't want to miss Britzer Garten, a lovely park with frequ
21
<1%
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Euston station is located in Camden in Euston Road where it's situated amongst offices, municipal buildings, hotels and shops. On Euston Road, you'll also find the Wellcome Collection and the British Library, both of which are free to visit and always worth a look.From Euston station, it&#
21
<1%
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Northcote Road SW11 - The immediate neighbourhood which I must make special mention of is a local street located 3 min walk away called Northcote Road voted one of the best high streets in London which has upscale markets and an abundance of independent stores/grocery along with fabulous restaurant
20
<1%
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Once a working class neighborhood surrounding a wrought iron 19th century market is now one of Barcelona’s best hidden gem neighborhoods, Sant Antoni. Sant Antoni’s tree lined streets are now abundant with trending bars,restaurants, and concept stores. Old world charm with stylish youth can be seen
20
<1%
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Ayazağa District Ayazağa Street Number:3, 34485 SARIYER/Istanbul
20
<1%
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Eixample Dreta is characterized by its impressive Gaudi-inspired architecture. Take in the beauty of the Catalan structures while strolling down the famous Paseo de Gracia or Rambla Catalunya, where you'll find some of the city's best restaurants and shopping. Enjoy a traditional glass of
20
<1%
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sagrada Familia - 1073 m<br />Torre Agbar - 1502 m
20
<1%
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Sultanahmet is the heart of historic Old Istanbul, what 19th-century travelers used to call “Stamboul.”<br /><br />This is where you’ll find Topkapi Palace, Ayasofya (Hagia Sophia), the Blue Mosque (Sultan Ahmet Camii), the Byzantine Hippodrome, Yerebatan Saray (Sunken Palace Cistern), t
20
<1%
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Welcome to Les Corts, an enchanting district in the heart of Barcelona that offers a perfect blend of tradition, modernity, and a vibrant local atmosphere. From historic landmarks to bustling markets and serene parks, Les Corts beckons you to explore its treasures and experience the true essence of
18
<1%
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HAPPY NEIGHBOURHOOD<br />Paral.lel and Poble Sec are barrios included in the district called Montjuïc. Paral.lel is an avenue that cuts down from picturesque Plaça Espanya right down to the World Trade Centre at the tip of the port. Poble Sec is an area spreading out from the middle of Paral.l
18
<1%
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Directly facing a green park. The area has plenty of shops, coffees, and restaurants. Mini buses in front of the gate. Bus stop 200 meters away. Metrobus station 5 minutes away by car. Four shopping malls between 8 – 12 minutes away by car
18
<1%
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Apartment is located just 240 meters from Sagrada Familia. Right on Avenida Gaudí, a cozy boulevard that leads from Sagrada Familia to Hospital de Sant Pau (which is another architectural wonder, a UNESCO World Heritage Site).<br />Eixample is one of the safest areas of Barcelona and at the sa
18
<1%
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Popular points of interest near the hotel include Basilica Cistern, Column of Constantine, Grand Bazaar, Topkapi Palace, Hagia Sophia, Blue Mosque, Gulhane Park, Metro Station, Tram station, ferry and bus stations are in a walk distance.<br /><br />Private parking is possible at a locati
18
<1%
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Poblenou is Catalan for 'New Village', and is situated with the Mediterranean Sea on one side and the beautiful Parc de la Ciutadella on the other. Historically, the area was one of the main industrial zones of the city, however today, Poblenou is surrounded by many new developments, inclu
18
<1%
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Istanbul serves as a bridge linking two continents, while Galata acts as a connector between two most significant districts in Istanbul - Beyoğlu (Istiklal Avenue), and the Old City, all within walking distance. Galata, once a thriving hub for Genoese and Venetian merchants, represents a unique geog
17
<1%
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Kensington is the ideal central London location with lots to explore, see and do: Royal Palaces, three world famous museums, green open spaces and parks, a famous concert hall, Imperial College, plenty of shopping opportunities, restaurants and cafes, and excellent transport links to theatre land in
17
<1%
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This apartment is located in Bağcılar in Istanbul’s European side, a calm and delightful area. <br /><br />Distance from airports: <br />Istanbul Grand Airport (IST): 26-min drive (34 km)<br />Sabiha Gökçen Airport (SAW): 43-min drive (62 km)<br /><br />Distance f
16
<1%
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Sant Gervasi is an idyllic, family-friendly neighborhood known for its tranquility and beautiful Turo Parc. Enjoy strolling the paseos and shopping the vast collection of luxurious shops and fine dining along Avenida Diagonal. Looking to stock your kitchen and taste some of Barcelona's most del
16
<1%
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-
This apartment is located on one of the most beautiful part of Taksim, in the same neighborhood with the likes of famous Soho House and Pera Palace, at a 15 minutes walking distance away from the Taksim Square.<br /><br />In addition to endless cafes, restaurants, bars and stores, you wi
16
<1%
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Located on Calle Casanova, with Avenida Diagonal, C211 offers a new way to travel. The neighborhood is excellent in every way: quiet and safe, very close to the lungs of the city, the Turó Park, a short walk from Paseo de Gracia, Rambla Catalunya, surrounded by the best shops and restaurants and jus
16
<1%
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Dreta de l'Eixample is a neighborhood in the Eixample district of Barcelona. It includes Plaça de Catalunya, the centre of the city, and the upscale streets Rambla de Catalunya and Passeig de Gracia. It is the bourgeois neighborhood of the city, which makes the majority of its population belong
16
<1%
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Central location from which you can easily reach all cultural facilities, sights, leisure and business facilities. By car you can reach the Memorial Church in just 5 minutes, the Brandenburg Gate in about 11 and Alexanderplatz in just 15 minutes.
16
<1%
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The Central Place apartments are part of a modernist building located in a quiet neighborhood and close to Rambla Catalunya and Paseo de Gracia.<br /><br />- La Pedrera, 5 minutes on foot.<br />- Casa Batlló, 3 minutes walk.<br />- Plaza Cataluña, Las Ramblas and the Old Town
16
<1%
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Poble Sec is a neighborhood located near Plaza España, Sant Antoni and from which you can walk to the center of Barcelona. It is a small neighborhood characterized by elegant 19th century architecture. Carrer de Blai is famous for its creative tapas bars and lively taverns. The busy Paral·lel avenue
15
<1%
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Beyoğlu / Taksim is the heart of the Istanbul. You can reach Taksim square in 15 minutes by walking and 5 minutes by car.<br /><br />Taksim Square , situated in Beyoğlu , the European part of Istanbul. Taksim is one of the city’s main tourist attractions and cosmopolitan hub with variety
15
<1%
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Welcome to Sant Pere, a neighborhood brimming with character and cultural allure. Indulge in the bohemian vibes of this Barcelona enclave, where you'll find an array of cozy Catalan cafes, trendy boutiques, and inviting wine bars. With its central location, Sant Pere invites you to immerse your
15
<1%
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We are very well located in a popular local area, but still away from the craziness of the city center. We are a short walk from the best site in Barcelona, Antoni Gaudi's famous Sagrada Familia Church. We are also connected to all of the main tourist attractions of Barcelona with two metro lin
15
<1%
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The Eixample district not only is the most iconic in Barcelona, it’s also the most diverse in terms of shopping, restaurants and nightlife. The gridlike layout is the symbol of the sunny and modern Barcelona we know today. <br /> <br />Nowadays Eixample is famous for being home to the m
15
<1%
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Friedrichshain is one of the districts of former East Berlin that has changed the most. It is Berlin's new bohemia, managing a firm connection to the old East Germany and a forward-looking, youthful scene.<br />Culinary delights on market day, a relaxing walk through the Volkspark or a vi
15
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Our hotel is located on the main street in the center of Sisli, one of the most famous areas in Istanbul. Our hotel is in the same location as many surrounding hotels such as Holiday Inn, Marriott, Radisson Blu and Mare Park. In the surrounding area there are health centers and pharmacies such as th
15
<1%
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Situated in the famous Galata area, Ali Hoca 6 rests in one of the most cosmopolitan and sought-after parts of the city. As well as being within a short walking distance of countless places of historical significance such as the Galata Tower, Tünel, Karaköy pier and the picturesque Istiklal Caddesi,
15
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Our neighborhood is very quiet and safe. With a variety of restaurants and supermarkets.<br />The apartment is a 10-minute walk from Sagrada Familia and 15 minutes from La Rambla. <br />The metro and bus stop is 3 minutes away, ideal as public transport connects with the entire city of B
32,445
95%
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MISSING:
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80,640
>99%
-
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(Other)
host_since
MISSING:
1
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406
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2016-09-23
394
<1%
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2020-05-15
294
<1%
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2021-12-03
237
<1%
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2015-04-27
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2020-07-23
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2017-08-23
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2019-05-30
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2019-12-03
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2011-11-27
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2010-11-26
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2016-08-11
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91%
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(Other)
host_about
MISSING:
40,779
(50%)
576
1%
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We’re Blueground, a global proptech company with several thousand move-in-ready apartments in a growing number of major cities around the world. With flexible terms and homes in vibrant, centrally based neighborhoods, you’ll feel at home and free to roam for as long as you want — a month, a year, or
388
<1%
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Ukio's mission is to empower individuals to live where and when they want. We do this by disrupting the traditional residential real estate market by providing high quality and furnished apartments for stays of one month or more. We remove all the frustration around finding a rental with no l
208
<1%
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Sweett (formerly Sweet Inn) invites you to enjoy comfort, convenience, and local charm in our thoughtfully designed apartments. With 10+ years of hosting experience, we ensure a home-like stay with cozy bedding, fast WiFi, and a Nespresso machine. Our 24/7 team assists with early check-ins, transfer
206
<1%
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2010 yılından beri aktif olarak kısa dönem ve uzun dönem ev kiralama, alım-satım, danışmalık izmeti, yeniden değerleme hizmeti, fiyat belirleme uzmanlığı, değer tespit hizmeti vs gibi hizmetler vermekteyiz. Yerimiz Şirinevler Meydan'dadır ve 7/24 siz değerli müşterilerimize hizmet vermek için
200
<1%
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Enter Coliving cree en un mundo de coliving. Nuestro objetivo es crear espacios de vida agradables donde las personas se sientan como en casa y tengan la oportunidad de concentrarse en sus objetivos en la ciudad increíble de Barcelona. Somos un grupo que solía vivir juntos compartiendo un apartament
183
<1%
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Hi everyone! We are AB Apartment Barcelona, a local agency that offers accommodation options for those that want to visit our wonderful city. Let us tell you a bit more about us :) We have been managing apartments since 2007 when David and Dani, founders and twin brothers, decided to rent their hol
155
<1%
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We are "ACOMODIS" apartments in Barcelona! We are a Catalan and Venezuelan couple with 3 daughters and we started using airbnb as our personal account. But since we were getting more apartments to manage we founded our small “family agency” called “ACOMODIS”. We are part of a happy team an
153
<1%
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Hi there, My name is Enrique and I am a Barcelona Local. I have always loved traveling myself, but also sharing the beauty and wonders of Barcelona with others, so a few years ago I started renting out 2 apartments to travelers coming to the city, always meeting everyone in person so I could share
137
<1%
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We are your professional property manager that cares about giving the best guest experience: that’s why our friendly, round-the-clock Support Team is here to help! We’ll tell you everything you need to know before check-in, and answer any questions during your stay.
133
<1%
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Greetings from the Veeve team! Veeve manage the largest collection of homes to rent for short stays in London since 2011, launching in Paris in 2017. Our rental homes are predominantly privately-owned, lived-in homes in vibrant neighbourhoods. Thanks to our fully managed service, when you stay in
122
<1%
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Habitat Apartments is a professional vacation rental agency with 19 years of experience welcoming guests to the city. We have been awarded, 4 years in a row, "Spain's Leading Serviced Apartment Brand" at the World Travel Awards. How we do it? - We work with a professional cleaning &a
117
<1%
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Hello and welcome! I am happy to be part of the Airbnb community and to be able to make people feel like home away from home during their travels. I myself love travelling around the world and meeting other hosts. My favourite destinations are Vietnam and Italy. I share my knowledge and ideas thro
114
<1%
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We established VNG Property in 2018, specializing in home rentals in Istanbul, Turkey. We wanted to give foreigners a vibrant and unique experience living in our favorite city! Since founding VNG we have been scouting the best homes with character and comfort for guests to experience and live like a
112
<1%
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At Badi, we believe that finding a new home should be an exciting and enjoyable experience. That's why we've made it our mission to make the process of finding a mid-term rental as easy and stress-free as possible. Our company offers a wide variety of options, from private rooms to entire
90
<1%
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Urban Apartments er et selskap som tilbyr korttidsutleie i Oslo sentrum. Leilighetene er for alle, men består for det meste av bedriftskunder.
90
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.
85
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Hello, we are the Travelnest Team and we offer more than 4000 properties worldwide. From quaint cottages in the country to luxury villas by the sea, we have something for everyone! When you book with Travelnest, we’ll make every effort to ensure you enjoy your stay. Please get in touch with us i
80
<1%
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Merhaba and welcome! This is Raju who loves traveling a lot and always happy to host some guests in Istanbul. I am a very enthusiastic person and enjoy sharing my experience. I like to offer an atmosphere of harmony and happiness, as any kind of tip and help for finding out curious corners of Istan
79
<1%
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At limehome, we believe that everyone deserves a better place while travelling. A place to look forward to return to. Simply a place designed to stay®. Whether you are looking for a home away from home or a quiet place to work - our homey Suites feature high-quality fittings for restful nights &
79
<1%
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Hi :) I would describe myself as a warm, welcoming and happy person. I grew up in London and discover something new about this city every day. After years of living here and experiencing many of the restaurants, shops and sights to see, I have plenty of recommendations to share. As a passiona
79
<1%
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City Relay is a property management company that looks after a bright and diverse portfolio of properties in London! We are committed to offering the best stay to each and every one of our guests. We provide some unique services that most of the other hosts cannot provide. All our properties are s
76
<1%
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LOCA BARCELONA is a real estate services company founded more than 15 years ago in Barcelona. We are a multilingual team at your disposal ready to meet your accommodation needs in Barcelona, whether for a rental or apartment purchase. Customer service oriented, our team strives to provide an excepti
73
<1%
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In a world of stuffy, faceless hotels, we’re replacing the unnecessary hassle with simplicity and delight. Mixing technology and taste together in the world’s greatest neighbourhoods, we create stays that are unashamedly original authentic. With the comforts of home and the quality of a boutique hot
71
<1%
-
-
Hey there, I'm Carla! As part of a hosting company, I'm excited to welcome you to our short-term rental apartments in Barcelona. Whether you're here for a vacation getaway, leisurely escape, or recreational adventure, we've got the perfect spot for you, whether it's for a co
70
<1%
-
-
I am a person who loves living, traveling and meeting people from all around the world . Hosting people is just amazing! I have several flats and boats in Barcelona and Girona Just let me know what do you need and will try to find you something for you!
67
<1%
-
-
Hola a todos! Os mando un saludo muy fuerte y espero que podamos hablar lo antes posible. Hasta pronto!
66
<1%
-
-
I am 43 years old, born and bred in Barcelona , have been travelling and meeting new friends all over the world. Now I'm sharing my apartments with fellow travelers since the dawn of AIRBNB and has been a great experience so far . Will love sharing this wonderful city with you , so welcome to
65
<1%
-
-
We are Alcambarcelona. We love our work and are willing to be good hosts. Barcelona is a very active and I'm sure you love to enjoy the city awaits you in our apartments. Greetings from Barcelona:)
65
<1%
-
-
¡Hola! Somos Eduardo, Rodrigo, Raidel, Tania, Aarón y Maby y trabajamos para una empresa especializada en alquileres a corto plazo en Barcelona. Éste trabajo nos ha dado la oportunidad de conocer a personas de diferentes culturas y nacionalidades, así como compartir nuestras experiencias con ellos.
64
<1%
-
-
We are company and all the apartments are professionally managed by beandlivehomes
61
<1%
-
-
Rooms, suites, and apartments in over 40 cities around the world. Every Sonder features designer details, keyless entry, and fast free WiFi. Experience a better way to stay today.
59
<1%
-
-
¡Hola! Me llamo Júlia y formo parte del equipo de Ola Living. ¿Te cuento los mejores planes para conocer Barcelona?
58
<1%
-
-
Hey there, I'm a free spirit who loves adventure and always wears a smile. I'm an actor, engineer, and entrepreneur, producer all rolled into one and in a mess :D I've traveled a lot and know exactly what a traveler needs. My ultimate dream was to create the perfect place where fellow
56
<1%
-
-
Merhaba, We are a small group of friends of different origins who live in Turkey but very fond of traveling ourselves. We love this country very much and aim at making your stay here as memorable as possible. We know what it takes to ensure guests receive the most courteous, professional, and we
56
<1%
-
-
54
<1%
-
-
Somos unos apasionados de los viajes. Tanto, que ¡nos hemos convertido en profesionales! Estamos muy orgullosos de haber empezado alquilando apartamentos en Barcelona a viajeros nacionales e internacionales. Llevamos más de una década alquilando apartamentos a familias, grupos de amigos, parejas..
54
<1%
-
-
As Zen Homes, we believe that comfort and convenience have a first-degree impact on human psychology and health. That's why we aim to design our homes with your comfort and health in mind and to offer you a high quality accommodation experience. We are honored and proud to offer this service t
54
<1%
-
-
Greetings from Istanbul :) This is Zeynep, born in 1998 in Istanbul. I have been through many areas of tourism business and currently engaged in both being a travel consultant and a host here at Airbnb. At our various rooms in Sultanahmet area, I'd be delighted to guest you at one of our accomm
53
<1%
-
-
Welcome to our Airbnb profile! We're a property management company passionate about hosting and providing you with the best stay ever. Our team provides exceptional experiences, from comfy accommodations to local recommendations. With years of hospitality experience, we take pride in managing p
53
<1%
-
-
''Homie Suites'' Committed to creating exceptional living spaces for Istanbul visitors in the vibrant locations of the city Galata | Cihangir | Maçka | Çukurcuma | Beşiktaş | Levent |
50
<1%
-
-
Die DOWNTOWN APARTMENTS Mitte/Wedding sind entspannte Ruhezone und inspirierender Startpunkt zugleich. Das Angebot der 22 vollständig ausgestatteten und klimatisierten Serviced Apartments reicht vom 31 qm großen Studio über großzügige 2- und 3-Raum-Apartments bis zum 83 qm weiten Penthouse mit traum
50
<1%
-
-
Hi all, We are managing several properties with a large team in multiple locations in Istanbul. Please reach us so that we can offer alternatives addressing your needs and offering best experience for vacation. As a team, We rewarded with 'superhost' badge for the 8th consequtive time w
49
<1%
-
-
Ich bin 38 Räume groß / schwer Bin zentral gelegen, habe helle , geräumige Zimmer, frühstücke gern bis 11:00 Uhr. Habe gern einen Drink an der Bar mit Freunden aus aller Welt. Spiele gern Pool Billard und Table Kicker in der Bar
49
<1%
-
-
Happy to help you settle in.
48
<1%
-
-
Our only objective is to ensure that your stay is even better than you imagined. We are Flateli, a company that manages beautiful short and mid term properties. We love to host our guests and make them feel like home. Ask anything you need and we will make our best to get it for you!
47
<1%
-
-
Our mission is to make your life easier so you can focus on what really matters to you. That's why we offer you all-inclusive rooms and Coliving apartments on a single bill in the centre of Barcelona.
47
<1%
-
-
Taj Suites is a real estate management company that aims to provide high quality apartments at exceptional prices. Our guests’ satisfaction is our top priority. Feel free to reach out about our services at anytime!
45
<1%
-
-
De todos los lugares que he visitado Barcelona es la ciudad que más me ha enamorado y ... aquí estoy! :)
45
<1%
-
-
At onefinestay, we open doors to the finest homes and villas in the most desirable destinations and deliver a one-of-a-kind service to guests, homeowners and travel partners around the world. With each memorable stay, we deliver a level of personal service and professional hospitality unmatched in t
44
<1%
-
-
Hi everyone! I'm an easygoing person who loves to travel and to meet people all around the world. My apartments are ideal if you want to visit the city, I know Barcelona well and will be able to help you to go to the best spots in the city and restaurants. For more than 14 years I am hosting g
44
<1%
-
-
Hello, we are the Travelnest Team and we offer more than 10,000 properties worldwide. From quaint cottages in the country to luxury villas by the sea, we have something for everyone! When you book with Travelnest, we’ll make every effort to ensure you enjoy your stay. Please get in touch with
44
<1%
-
-
Die Downtown Apartments bieten 27 vollständig ausgestattete Serviced Apartments: vom 36 qm großen Studio über großzügige Wohnungen mit zwei Schlafzimmern und zwei Bädern bis zum 147 qm weiten Penthouse mit zwei traumhaften Terrassen. Jedes Apartment verfügt über eine Loggia oder eine Terrasse – mit
44
<1%
-
-
At GuestReady, we're on a mission to redefine modern hospitality. We specialise in helping hosts deliver outstanding experiences to their guests worldwide. With years of hospitality experience, we're dedicated to providing an exceptional experience. Let us help you find the perfect place f
43
<1%
-
-
En Catalonia Hotels & Resorts contamos con 75 establecimientos en más de 20 destinos, siendo una de las cadenas hoteleras líderes en España. Somos una cadena moderna e innovadora, en la que se destacan las excelentes ubicaciones de nuestros hoteles. El equipo humano es nuestro eje principal para
43
<1%
-
-
Hello! We are Higuests, a start-up dedicated to the management of Holiday Homes for short, medium and long term rentals. First, we help you find the perfect accommodation; second, you spend a care-free holiday! We take care of everything related to your stay (check in, cleaning, maintenance, guest s
43
<1%
-
-
Después de estudiar, vivir y conocer culturas en Berlín, Amsterdam, Río de Janeiro, San José de Costa Rica y Buenos Aires entiendo el concepto de Pura Vida!! Ven a Barcelona y disfrutarás de sus gentes, su gastronomía y sus oportunidades de ocio y cultura. Una ciudad única y cosmopolita, llena de
43
<1%
-
-
Hi, I’m Shlome. I started listing my two-bed flat in Stoke Newington way back in 2013. I used to help my friends out too, running their listings when they went away on holiday. I loved hosting and meeting people from around the world so much that in 2017 I decided to make it my full-time job. I’ve
43
<1%
-
-
Leslie, Maria, Ella & Arthur
42
<1%
-
-
I am from Barcelona. I love to travel and I work in the accommodation sector in Barcelona. I like to read, do some workout, hikking, live music, hikking going and go out with friends.
42
<1%
-
-
Choisis principalement pour leur emplacement et leur luminosité, nos appartements Casa Cosi ont minutieusement été rénovés afin de préserver leur caractère tout en leur apportant un maximum de confort : double vitrage, climatisation et chauffage central, salle de bain modernes, cuisines fonctionnell
34,821
86%
-
-
(Other)
host_response_time
MISSING:
---
TOP CATEGORIES

within an hour
47,427
59%
not available
11,244
14%
within a few hours
10,525
13%
within a day
7,056
9%
a few days or more
4,814
6%
ALL
81,066
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
host_response_time
PROVIDES INFORMATION ON...

has_availability
0.15
instant_bookable
0.11
host_is_superhost
0.09
oslo
0.05
host_has_profile_pic
0.04
barcelona
0.03
city
0.03
host_identity_verified
0.03
istanbul
0.03
room_type
0.01
bathrooms_text
0.01
berlin
0.01
london
0.00

THESE FEATURES
GIVE INFORMATION
ON host_response_time:

instant_bookable
0.06
host_is_superhost
0.04
city
0.03
istanbul
0.01
oslo
0.01
barcelona
0.01
has_availability
0.01
host_has_profile_pic
0.01
bathrooms_text
0.01
room_type
0.01
host_identity_verified
0.00
london
0.00
berlin
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
host_response_time
CORRELATION RATIO WITH...

host_response_rate
0.93
host_acceptance_rate
0.52
minimum_minimum_nights
0.39
minimum_nights_avg_ntm
0.36
review_scores_cleanliness
0.35
review_scores_communication
0.34
review_scores_location
0.34
review_scores_checkin
0.34
review_scores_accuracy
0.34
review_scores_rating
0.34
review_scores_value
0.34
reviews_per_month
0.32
minimum_nights
0.32
maximum_minimum_nights
0.30
host_response_rate
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

host_acceptance_rate
0.43
minimum_minimum_nights
-0.21
amount_of_amenities
0.19
minimum_nights_avg_ntm
-0.19
minimum_nights
-0.17
availability_30
-0.17
availability_60
-0.15
maximum_minimum_nights
-0.14
number_of_reviews_ltm
0.14
reviews_per_month
0.14
availability_90
-0.13
number_of_reviews_l30d
0.13
availability_365
-0.12
number_of_reviews
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_response_time
0.93
host_is_superhost
0.17
instant_bookable
0.14
city
0.11
istanbul
0.10
host_has_profile_pic
0.10
room_type
0.07
bathrooms_text
0.07
barcelona
0.05
london
0.04
host_identity_verified
0.04
has_availability
0.03
berlin
0.02
oslo
0.01
MOST FREQUENT VALUES

100.0
57,693
71.2%
0.0
2,879
3.6%
99.0
2,490
3.1%
90.0
2,027
2.5%
98.0
1,757
2.2%
97.0
1,292
1.6%
80.0
939
1.2%
91.0
857
1.1%
50.0
773
1.0%
96.0
747
0.9%
94.0
707
0.9%
88.0
695
0.9%
95.0
560
0.7%
93.0
519
0.6%
89.0
484
0.6%
SMALLEST VALUES

0.0
2,879
3.6%
3.0
8
<0.1%
4.0
3
<0.1%
5.0
9
<0.1%
7.0
10
<0.1%
8.0
6
<0.1%
9.0
8
<0.1%
10.0
203
0.3%
11.0
56
<0.1%
12.0
4
<0.1%
13.0
39
<0.1%
14.0
37
<0.1%
15.0
8
<0.1%
16.0
15
<0.1%
17.0
64
<0.1%
LARGEST VALUES

100.0
57,693
71.2%
99.0
2,490
3.1%
98.0
1,757
2.2%
97.0
1,292
1.6%
96.0
747
0.9%
95.0
560
0.7%
94.0
707
0.9%
93.0
519
0.6%
92.0
474
0.6%
91.0
857
1.1%
90.0
2,027
2.5%
89.0
484
0.6%
88.0
695
0.9%
87.0
100
0.1%
86.0
390
0.5%
host_acceptance_rate
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

host_response_rate
0.43
reviews_per_month
0.25
number_of_reviews_ltm
0.22
number_of_reviews_l30d
0.19
amount_of_amenities
0.18
number_of_reviews
0.17
availability_30
-0.15
minimum_minimum_nights
-0.15
minimum_nights_avg_ntm
-0.13
availability_60
-0.12
minimum_nights
-0.11
availability_90
-0.10
availability_365
-0.09
distance_to_city_center
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_response_time
0.52
instant_bookable
0.38
host_is_superhost
0.18
city
0.16
oslo
0.15
bathrooms_text
0.08
barcelona
0.08
host_has_profile_pic
0.08
host_identity_verified
0.07
has_availability
0.05
room_type
0.05
london
0.05
istanbul
0.03
berlin
0.02
MOST FREQUENT VALUES

100.0
23,055
28.4%
97.0
10,523
13.0%
99.0
6,885
8.5%
0.0
4,546
5.6%
98.0
3,375
4.2%
96.0
2,312
2.9%
50.0
1,422
1.8%
95.0
1,343
1.7%
94.0
1,301
1.6%
93.0
1,184
1.5%
67.0
978
1.2%
92.0
904
1.1%
88.0
892
1.1%
91.0
870
1.1%
80.0
817
1.0%
SMALLEST VALUES

0.0
4,546
5.6%
1.0
42
<0.1%
2.0
53
<0.1%
3.0
12
<0.1%
4.0
40
<0.1%
5.0
108
0.1%
6.0
70
<0.1%
7.0
72
<0.1%
8.0
71
<0.1%
9.0
64
<0.1%
10.0
73
<0.1%
11.0
96
0.1%
12.0
55
<0.1%
13.0
126
0.2%
14.0
113
0.1%
LARGEST VALUES

100.0
23,055
28.4%
99.0
6,885
8.5%
98.0
3,375
4.2%
97.0
10,523
13.0%
96.0
2,312
2.9%
95.0
1,343
1.7%
94.0
1,301
1.6%
93.0
1,184
1.5%
92.0
904
1.1%
91.0
870
1.1%
90.0
744
0.9%
89.0
752
0.9%
88.0
892
1.1%
87.0
603
0.7%
86.0
806
1.0%
host_is_superhost
MISSING:
---
TOP CATEGORIES

f
61,885
76%
t
19,181
24%
ALL
81,066
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
host_is_superhost
PROVIDES INFORMATION ON...

has_availability
0.04
host_response_time
0.04
host_has_profile_pic
0.02
host_identity_verified
0.02
berlin
0.00
oslo
0.00
room_type
0.00
bathrooms_text
0.00
city
0.00
instant_bookable
0.00
london
0.00
istanbul
0.00
barcelona
0.00

THESE FEATURES
GIVE INFORMATION
ON host_is_superhost:

host_response_time
0.09
host_has_profile_pic
0.01
host_identity_verified
0.01
has_availability
0.01
bathrooms_text
0.00
city
0.00
room_type
0.00
berlin
0.00
oslo
0.00
instant_bookable
0.00
london
0.00
istanbul
0.00
barcelona
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
host_is_superhost
CORRELATION RATIO WITH...

amount_of_amenities
0.29
number_of_reviews_ltm
0.27
review_scores_rating
0.27
review_scores_cleanliness
0.27
review_scores_value
0.27
review_scores_accuracy
0.26
review_scores_communication
0.26
review_scores_checkin
0.25
review_scores_location
0.25
number_of_reviews
0.24
reviews_per_month
0.24
number_of_reviews_l30d
0.20
host_acceptance_rate
0.18
average_review_length
0.17
host_picture_url
MISSING:
1
(<1%)
4,683
6%
-
-
https://a0.muscache.com/defaults/user_pic-225x225.png?v=3
395
<1%
-
-
https://a0.muscache.com/im/pictures/user/e79ab552-a5eb-41bd-b02d-a1ff4fff9ea3.jpg?aki_policy=profile_x_medium
388
<1%
-
-
https://a0.muscache.com/im/pictures/user/f790e9f4-a54f-4132-83d8-f71b8c9e3760.jpg?aki_policy=profile_x_medium
285
<1%
-
-
https://a0.muscache.com/im/pictures/user/98fbf951-af01-449c-889e-c955e0f99c8f.jpg?aki_policy=profile_x_medium
206
<1%
-
-
https://a0.muscache.com/im/pictures/user/User-147336846/original/d80b53f9-a3ef-44e6-bdbf-3961ff682534.jpeg?aki_policy=profile_x_medium
200
<1%
-
-
https://a0.muscache.com/im/pictures/user/74a55874-b3c9-4e77-ba54-e5fcc53140af.jpg?aki_policy=profile_x_medium
196
<1%
-
-
https://a0.muscache.com/im/pictures/user/User-32037490/original/70657aed-2f20-44dc-93a2-5a69cb868b67.png?aki_policy=profile_x_medium
183
<1%
-
-
https://a0.muscache.com/im/pictures/user/User-4459553/original/cc859e10-f60d-422a-b6cf-dba464e0be14.png?aki_policy=profile_x_medium
155
<1%
-
-
https://a0.muscache.com/im/pictures/user/f1ba627d-3c72-4140-8415-f63c7ca17a33.jpg?aki_policy=profile_x_medium
154
<1%
-
-
https://a0.muscache.com/im/pictures/user/941760a3-5428-43f4-b947-75b2b45aaf7d.jpg?aki_policy=profile_x_medium
153
<1%
-
-
https://a0.muscache.com/im/pictures/user/f84fcece-2518-41f3-9fcc-e6b9b2eec074.jpg?aki_policy=profile_x_medium
149
<1%
-
-
https://a0.muscache.com/im/pictures/user/03c34c76-20ff-46f1-ad25-a05d0e392fc4.jpg?aki_policy=profile_x_medium
137
<1%
-
-
https://a0.muscache.com/im/pictures/user/90157d08-6af0-4824-b846-c7c031388aba.jpg?aki_policy=profile_x_medium
133
<1%
-
-
https://a0.muscache.com/im/pictures/user/cefcf382-a8fe-4348-9bba-ae00462784ca.jpg?aki_policy=profile_x_medium
130
<1%
-
-
https://a0.muscache.com/im/pictures/user/User-36607755/original/8dc94024-b8b8-4bc0-aa12-250f87ee9ee7.jpeg?aki_policy=profile_x_medium
122
<1%
-
-
https://a0.muscache.com/im/pictures/user/18faec69-7579-416a-9619-d275205779af.jpg?aki_policy=profile_x_medium
117
<1%
-
-
https://a0.muscache.com/im/pictures/user/User/original/acbabe0b-b1fd-4f7e-bcba-f6f13a2e80ed.jpeg?aki_policy=profile_x_medium
114
<1%
-
-
https://a0.muscache.com/im/pictures/user/a43bce5f-25f5-4084-a621-178de73e083c.jpg?aki_policy=profile_x_medium
112
<1%
-
-
https://a0.muscache.com/im/pictures/user/User-221480824/original/7899da72-97d6-44bb-89c9-51911642382b.jpeg?aki_policy=profile_x_medium
90
<1%
-
-
https://a0.muscache.com/im/pictures/user/f244d2e4-0a02-41de-9cb8-e1eb3701df5f.jpg?aki_policy=profile_x_medium
80
<1%
-
-
https://a0.muscache.com/im/pictures/user/0b93339c-7ec6-45eb-9934-99eb948b8996.jpg?aki_policy=profile_x_medium
79
<1%
-
-
https://a0.muscache.com/im/pictures/user/User-269308503/original/49560403-7af2-4160-9931-c6cd361da804.jpeg?aki_policy=profile_x_medium
79
<1%
-
-
https://a0.muscache.com/im/pictures/user/0b5b504b-a884-41ac-ac2c-2700385f50a4.jpg?aki_policy=profile_x_medium
78
<1%
-
-
https://a0.muscache.com/im/pictures/user/User-470793119/original/2af9068a-17bd-474d-a5ba-b722fa51e47b.jpeg?aki_policy=profile_x_medium
77
<1%
-
-
https://a0.muscache.com/im/pictures/user/a4617638-5d7d-4efb-807c-8fa545f1a4ab.jpg?aki_policy=profile_x_medium
76
<1%
-
-
https://a0.muscache.com/im/pictures/user/0fe8f2ea-ddf4-48f8-a15f-2b9e55108946.jpg?aki_policy=profile_x_medium
74
<1%
-
-
https://a0.muscache.com/im/pictures/user/2eea0743-9f42-45e0-9b95-dc20fa6a5f32.jpg?aki_policy=profile_x_medium
71
<1%
-
-
https://a0.muscache.com/im/pictures/user/User-504121118/original/6d52d34e-7389-4bf4-8320-10603d716acc.jpeg?aki_policy=profile_x_medium
70
<1%
-
-
https://a0.muscache.com/im/pictures/user/User-21726991/original/67f5ca8f-dd10-40ec-9825-95b972245c8b.jpeg?aki_policy=profile_x_medium
67
<1%
-
-
https://a0.muscache.com/im/pictures/user/a470480d-e5ae-468d-b1ca-71acd1758bd3.jpg?aki_policy=profile_x_medium
66
<1%
-
-
https://a0.muscache.com/im/pictures/user/428a909a-7754-4f59-8101-0b5ee543aa61.jpg?aki_policy=profile_x_medium
65
<1%
-
-
https://a0.muscache.com/im/pictures/user/61a1c62f-df6b-49d4-97aa-3edee5441069.jpg?aki_policy=profile_x_medium
65
<1%
-
-
https://a0.muscache.com/im/pictures/user/User-525291056/original/7928b7b8-ccf9-4fda-b1a0-073185c10b71.jpeg?aki_policy=profile_x_medium
65
<1%
-
-
https://a0.muscache.com/im/pictures/user/User-1391607/original/9ca14c48-9ea2-47a0-9d4c-cecccf993bec.jpeg?aki_policy=profile_x_medium
64
<1%
-
-
https://a0.muscache.com/im/pictures/user/User-130223809/original/a9471150-fae3-46e9-870d-f523d17c9ab1.png?aki_policy=profile_x_medium
63
<1%
-
-
https://a0.muscache.com/im/pictures/user/2b34ae95-a858-4a69-88cc-4781df00c514.jpg?aki_policy=profile_x_medium
60
<1%
-
-
https://a0.muscache.com/im/pictures/user/ba8a8937-0333-4d30-9c3c-c2e77f51831a.jpg?aki_policy=profile_x_medium
59
<1%
-
-
https://a0.muscache.com/im/pictures/user/05d3edce-9cf8-4a6c-b124-8a96d9349c56.jpg?aki_policy=profile_x_medium
58
<1%
-
-
https://a0.muscache.com/im/pictures/user/8be28174-a8c8-45df-975b-a7089ceae5c4.jpg?aki_policy=profile_x_medium
56
<1%
-
-
https://a0.muscache.com/im/pictures/user/User-538079262/original/bfb05e9a-0b9b-4688-a2bc-e61260c93510.jpeg?aki_policy=profile_x_medium
56
<1%
-
-
https://a0.muscache.com/im/pictures/user/d95e58cf-42ad-4b50-aede-336eae8c3552.jpg?aki_policy=profile_x_medium
54
<1%
-
-
https://a0.muscache.com/im/pictures/user/User-490817022/original/c12842ae-c4f2-4c2d-89b8-6558e57c7456.jpeg?aki_policy=profile_x_medium
54
<1%
-
-
https://a0.muscache.com/im/pictures/user/d2321db1-cb92-458a-a7d9-6c6824e2a009.jpg?aki_policy=profile_x_medium
54
<1%
-
-
https://a0.muscache.com/im/pictures/user/37344a36-0972-409c-b4e2-bff90b4d386b.jpg?aki_policy=profile_x_medium
54
<1%
-
-
https://a0.muscache.com/im/pictures/user/7e408cc2-0406-4c4b-be14-2cfdb90ef4a0.jpg?aki_policy=profile_x_medium
53
<1%
-
-
https://a0.muscache.com/im/pictures/user/5fa019c8-a825-41b9-9d86-95dbedbabea4.jpg?aki_policy=profile_x_medium
53
<1%
-
-
https://a0.muscache.com/im/pictures/user/User-473247351/original/383f0492-c2fc-404d-bfe3-e59f6ef8274d.jpeg?aki_policy=profile_x_medium
50
<1%
-
-
https://a0.muscache.com/im/pictures/user/8addc80c-d5e9-4fa4-af78-a9e05242d449.jpg?aki_policy=profile_x_medium
50
<1%
-
-
https://a0.muscache.com/im/pictures/user/User-19798022/original/5b72d13b-338b-441b-b7d5-32f5bb9ab896.jpeg?aki_policy=profile_x_medium
50
<1%
-
-
https://a0.muscache.com/im/pictures/user/16ce1eb0-bb1e-45a9-8077-9fa69426f0d2.jpg?aki_policy=profile_x_medium
49
<1%
-
-
https://a0.muscache.com/im/pictures/user/e0a9fdee-849f-4d56-b106-5bb6c56ab5ab.jpg?aki_policy=profile_x_medium
49
<1%
-
-
https://a0.muscache.com/im/pictures/user/User-529388435/original/f79f9cc9-f775-40a5-8b62-85a45a272a44.jpeg?aki_policy=profile_x_medium
49
<1%
-
-
https://a0.muscache.com/im/pictures/user/d81f9d34-163d-4d3f-8892-307da0920a75.jpg?aki_policy=profile_x_medium
48
<1%
-
-
https://a0.muscache.com/im/pictures/user/b0ba6517-8c3e-479a-9aa8-52bd10714ea7.jpg?aki_policy=profile_x_medium
47
<1%
-
-
https://a0.muscache.com/im/pictures/user/5093b782-124c-4b62-8217-b1b091276a51.jpg?aki_policy=profile_x_medium
47
<1%
-
-
https://a0.muscache.com/im/pictures/user/User-449485386/original/8a39f82a-6997-408b-971b-4f67b118a2ad.png?aki_policy=profile_x_medium
45
<1%
-
-
https://a0.muscache.com/im/pictures/user/7c4e5aaa-4cc6-4169-84aa-748ffdcdb7aa.jpg?aki_policy=profile_x_medium
45
<1%
-
-
https://a0.muscache.com/im/pictures/user/686558ed-1e99-4fac-b636-25f1e7a7e93b.jpg?aki_policy=profile_x_medium
45
<1%
-
-
https://a0.muscache.com/im/pictures/user/e49c2e27-414e-4af7-9e7d-5a82c2672724.jpg?aki_policy=profile_x_medium
44
<1%
-
-
https://a0.muscache.com/im/pictures/user/User-546288100/original/e92f9ab1-27a7-4a6d-bd90-0878355ce333.png?aki_policy=profile_x_medium
70,595
87%
-
-
(Other)
host_listings_count
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

host_total_listings_count
0.92
calculated_host_listings_count
0.70
calculated_host_listings_count_entire_homes
0.68
calculated_host_listings_count_private_rooms
0.15
review_scores_value
-0.11
review_scores_communication
-0.11
host_profile_pic_professionality
0.11
review_scores_checkin
-0.10
maximum_nights
0.10
review_scores_rating
-0.09
host_profile_pic_people_visible
0.08
review_scores_accuracy
-0.08
host_profile_pic_male_or_female
0.07
maximum_minimum_nights
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

city
0.12
bathrooms_text
0.12
instant_bookable
0.11
host_response_time
0.11
barcelona
0.11
room_type
0.09
oslo
0.07
host_is_superhost
0.05
istanbul
0.04
host_has_profile_pic
0.03
has_availability
0.03
berlin
0.01
london
0.01
host_identity_verified
0.00
MOST FREQUENT VALUES

1.0
26,292
32.4%
2.0
9,394
11.6%
3.0
5,277
6.5%
4.0
3,901
4.8%
5.0
3,059
3.8%
6.0
2,424
3.0%
7.0
2,095
2.6%
8.0
1,794
2.2%
9.0
1,468
1.8%
10.0
1,377
1.7%
12.0
1,237
1.5%
11.0
1,061
1.3%
13.0
912
1.1%
14.0
826
1.0%
20.0
721
0.9%
SMALLEST VALUES

1.0
26,292
32.4%
2.0
9,394
11.6%
3.0
5,277
6.5%
4.0
3,901
4.8%
5.0
3,059
3.8%
6.0
2,424
3.0%
7.0
2,095
2.6%
8.0
1,794
2.2%
9.0
1,468
1.8%
10.0
1,377
1.7%
11.0
1,061
1.3%
12.0
1,237
1.5%
13.0
912
1.1%
14.0
826
1.0%
15.0
696
0.9%
LARGEST VALUES

2984.0
3
<0.1%
2930.0
71
<0.1%
1285.0
9
<0.1%
1282.0
2
<0.1%
1205.0
7
<0.1%
1200.0
1
<0.1%
1183.0
4
<0.1%
1181.0
5
<0.1%
1061.0
6
<0.1%
1059.0
2
<0.1%
1000.0
133
0.2%
883.0
4
<0.1%
847.0
4
<0.1%
756.0
388
0.5%
741.0
11
<0.1%
host_total_listings_count
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

host_listings_count
0.92
calculated_host_listings_count
0.47
calculated_host_listings_count_entire_homes
0.46
calculated_host_listings_count_private_rooms
0.09
maximum_nights
0.09
review_scores_communication
-0.09
review_scores_value
-0.08
host_profile_pic_professionality
0.08
review_scores_checkin
-0.08
review_scores_rating
-0.08
host_profile_pic_people_visible
0.07
review_scores_accuracy
-0.07
longitude
-0.06
host_profile_pic_male_or_female
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

instant_bookable
0.09
city
0.09
bathrooms_text
0.09
host_response_time
0.08
room_type
0.07
barcelona
0.06
oslo
0.05
london
0.04
host_is_superhost
0.04
istanbul
0.04
host_has_profile_pic
0.03
berlin
0.02
has_availability
0.02
host_identity_verified
0.01
MOST FREQUENT VALUES

1.0
18,169
22.4%
2.0
10,209
12.6%
3.0
6,304
7.8%
4.0
4,513
5.6%
5.0
3,544
4.4%
6.0
2,823
3.5%
8.0
2,184
2.7%
7.0
2,124
2.6%
9.0
1,755
2.2%
10.0
1,461
1.8%
11.0
1,345
1.7%
12.0
1,175
1.4%
13.0
1,065
1.3%
14.0
967
1.2%
17.0
838
1.0%
SMALLEST VALUES

1.0
18,169
22.4%
2.0
10,209
12.6%
3.0
6,304
7.8%
4.0
4,513
5.6%
5.0
3,544
4.4%
6.0
2,823
3.5%
7.0
2,124
2.6%
8.0
2,184
2.7%
9.0
1,755
2.2%
10.0
1,461
1.8%
11.0
1,345
1.7%
12.0
1,175
1.4%
13.0
1,065
1.3%
14.0
967
1.2%
15.0
758
0.9%
LARGEST VALUES

7356.0
3
<0.1%
7084.0
71
<0.1%
5360.0
2
<0.1%
5354.0
9
<0.1%
5020.0
1
<0.1%
3332.0
3
<0.1%
2144.0
6
<0.1%
2084.0
6
<0.1%
2082.0
2
<0.1%
1769.0
2
<0.1%
1624.0
4
<0.1%
1607.0
4
<0.1%
1555.0
4
<0.1%
1487.0
12
<0.1%
1476.0
1
<0.1%
host_has_profile_pic
MISSING:
1
(<1%)
TOP CATEGORIES

t
76,381
94%
f
4,684
6%
ALL
81,065
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
host_has_profile_pic
PROVIDES INFORMATION ON...

has_availability
0.02
host_response_time
0.01
host_is_superhost
0.01
istanbul
0.01
city
0.00
barcelona
0.00
berlin
0.00
instant_bookable
0.00
host_identity_verified
0.00
bathrooms_text
0.00
room_type
0.00
london
0.00
oslo
0.00

THESE FEATURES
GIVE INFORMATION
ON host_has_profile_pic:

host_response_time
0.04
city
0.02
istanbul
0.02
host_is_superhost
0.02
bathrooms_text
0.01
has_availability
0.01
barcelona
0.01
instant_bookable
0.01
berlin
0.00
room_type
0.00
host_identity_verified
0.00
london
0.00
oslo
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
host_has_profile_pic
CORRELATION RATIO WITH...

host_profile_pic_people_visible
0.26
review_scores_cleanliness
0.19
review_scores_rating
0.19
review_scores_accuracy
0.19
review_scores_communication
0.19
review_scores_checkin
0.19
review_scores_value
0.19
review_scores_location
0.19
amount_of_amenities
0.17
host_profile_pic_male_or_female
0.15
availability_30
0.14
average_review_length
0.14
host_profile_pic_quality
0.14
availability_60
0.13
host_identity_verified
MISSING:
1
(<1%)
TOP CATEGORIES

t
76,283
94%
f
4,782
6%
ALL
81,065
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
host_identity_verified
PROVIDES INFORMATION ON...

oslo
0.04
city
0.01
has_availability
0.01
istanbul
0.01
host_is_superhost
0.01
host_response_time
0.00
berlin
0.00
instant_bookable
0.00
barcelona
0.00
london
0.00
host_has_profile_pic
0.00
room_type
0.00
bathrooms_text
0.00

THESE FEATURES
GIVE INFORMATION
ON host_identity_verified:

city
0.08
oslo
0.05
host_response_time
0.03
istanbul
0.03
host_is_superhost
0.02
instant_bookable
0.01
berlin
0.01
barcelona
0.01
london
0.01
bathrooms_text
0.00
has_availability
0.00
room_type
0.00
host_has_profile_pic
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
host_identity_verified
CORRELATION RATIO WITH...

latitude
0.17
aesthetic_score
0.14
Unnamed: 0
0.09
longitude
0.08
host_acceptance_rate
0.07
minimum_nights_avg_ntm
0.06
amount_of_amenities
0.06
host_profile_pic_male_or_female
0.06
minimum_minimum_nights
0.06
number_of_reviews
0.06
number_of_reviews_ltm
0.06
minimum_nights
0.05
reviews_per_month
0.05
host_profile_pic_professionality
0.05
neighbourhood_cleansed
MISSING:
---
6,461
8%
-
-
Beyoglu
3,483
4%
-
-
Sisli
3,247
4%
-
-
Fatih
2,959
4%
-
-
Westminster
2,015
2%
-
-
la Dreta de l'Eixample
1,912
2%
-
-
Kadikoy
1,755
2%
-
-
Kensington and Chelsea
1,663
2%
-
-
Tower Hamlets
1,578
2%
-
-
Camden
1,468
2%
-
-
Grünerløkka
1,460
2%
-
-
Gamle Oslo
1,358
2%
-
-
Besiktas
1,241
2%
-
-
Frogner
1,235
2%
-
-
Hackney
1,229
2%
-
-
Southwark
1,173
1%
-
-
el Raval
1,158
1%
-
-
Lambeth
1,113
1%
-
-
Wandsworth
1,060
1%
-
-
Islington
1,052
1%
-
-
Bahcelievler
988
1%
-
-
Hammersmith and Fulham
952
1%
-
-
el Barri Gòtic
936
1%
-
-
la Vila de Gràcia
936
1%
-
-
Esenyurt
929
1%
-
-
Sant Pere, Santa Caterina i la Ribera
929
1%
-
-
la Sagrada Família
888
1%
-
-
St. Hanshaugen
850
1%
-
-
l'Antiga Esquerra de l'Eixample
849
1%
-
-
Sagene
775
<1%
-
-
Brent
771
<1%
-
-
Sant Antoni
722
<1%
-
-
el Poble Sec
672
<1%
-
-
Alexanderplatz
665
<1%
-
-
Barnet
661
<1%
-
-
la Nova Esquerra de l'Eixample
643
<1%
-
-
Newham
631
<1%
-
-
Uskudar
614
<1%
-
-
Kagithane
608
<1%
-
-
Ealing
596
<1%
-
-
Lewisham
572
<1%
-
-
Haringey
549
<1%
-
-
Greenwich
487
<1%
-
-
Bagcilar
480
<1%
-
-
Atasehir
451
<1%
-
-
Waltham Forest
448
<1%
-
-
Frankfurter Allee Süd FK
431
<1%
-
-
Croydon
425
<1%
-
-
el Fort Pienc
424
<1%
-
-
Sant Gervasi - Galvany
402
<1%
-
-
Tempelhofer Vorstadt
402
<1%
-
-
Brunnenstr. Süd
383
<1%
-
-
el Poblenou
379
<1%
-
-
Merton
371
<1%
-
-
la Barceloneta
346
<1%
-
-
Nordstrand
345
<1%
-
-
Maltepe
339
<1%
-
-
Hounslow
326
<1%
-
-
Sile
305
<1%
-
-
Avcilar
299
<1%
-
-
Sants
18,667
23%
-
-
(Other)
latitude
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

aesthetic_score
-0.77
Unnamed: 0
-0.49
longitude
-0.47
minimum_minimum_nights
-0.33
minimum_nights_avg_ntm
-0.32
minimum_nights
-0.29
maximum_minimum_nights
-0.25
availability_365
-0.24
host_profile_pic_male_or_female
-0.22
availability_90
-0.15
review_scores_rating
0.15
review_scores_value
0.14
review_scores_accuracy
0.14
maximum_nights
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

city
1.00
oslo
0.64
istanbul
0.64
barcelona
0.43
london
0.41
berlin
0.28
host_identity_verified
0.17
host_response_time
0.17
instant_bookable
0.15
bathrooms_text
0.11
room_type
0.06
host_has_profile_pic
0.05
has_availability
0.03
host_is_superhost
0.00
MOST FREQUENT VALUES

40.99428270000001
88
0.1%
40.9943783
83
0.1%
41.02449
67
<0.1%
52.53148
45
<0.1%
40.9932208
41
<0.1%
40.993737
36
<0.1%
40.9944211
36
<0.1%
52.54462814331055
34
<0.1%
40.995237
31
<0.1%
41.0387433
25
<0.1%
51.5134972
20
<0.1%
41.0591435
19
<0.1%
41.0382118
18
<0.1%
41.061959
18
<0.1%
41.0816291
17
<0.1%
SMALLEST VALUES

40.81611475085954
1
<0.1%
40.81611982847208
1
<0.1%
40.816705717407984
1
<0.1%
40.81670774690875
1
<0.1%
40.81672119424519
1
<0.1%
40.81673
1
<0.1%
40.81682776668721
1
<0.1%
40.81684
1
<0.1%
40.816864
1
<0.1%
40.8169096
1
<0.1%
40.81695175170898
1
<0.1%
40.81736832428064
1
<0.1%
40.81741
1
<0.1%
40.81809
1
<0.1%
40.8185
1
<0.1%
LARGEST VALUES

60.04075
1
<0.1%
60.03553
1
<0.1%
60.03506268509759
1
<0.1%
60.0305468
1
<0.1%
60.02912431420522
1
<0.1%
60.0253592
1
<0.1%
60.02482
1
<0.1%
60.02232
1
<0.1%
60.01841
1
<0.1%
60.01557
1
<0.1%
60.0117225
1
<0.1%
60.00795154000961
1
<0.1%
60.00656
1
<0.1%
60.00626622236222
1
<0.1%
59.99095
1
<0.1%
longitude
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Unnamed: 0
0.66
aesthetic_score
0.64
latitude
-0.47
minimum_minimum_nights
0.46
minimum_nights_avg_ntm
0.42
minimum_nights
0.40
availability_30
0.36
availability_60
0.36
availability_90
0.34
maximum_minimum_nights
0.32
availability_365
0.29
host_profile_pic_male_or_female
0.15
distance_to_city_center
0.14
spelling_errors
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

city
1.00
istanbul
0.93
london
0.63
barcelona
0.39
bathrooms_text
0.20
host_response_time
0.18
host_has_profile_pic
0.08
host_identity_verified
0.08
room_type
0.06
berlin
0.04
oslo
0.03
has_availability
0.02
instant_bookable
0.01
host_is_superhost
0.00
MOST FREQUENT VALUES

28.8440508
88
0.1%
28.8440396
83
0.1%
28.6597331
61
<0.1%
13.38848
51
<0.1%
28.8476321
41
<0.1%
28.84397
36
<0.1%
28.8432263
36
<0.1%
28.843666
31
<0.1%
13.368169784545898
28
<0.1%
28.9737899
25
<0.1%
2.17132
20
<0.1%
-0.0492687
20
<0.1%
28.9953154
19
<0.1%
28.986932
18
<0.1%
28.9416062
18
<0.1%
SMALLEST VALUES

-0.496074873403401
1
<0.1%
-0.49567
1
<0.1%
-0.49428
1
<0.1%
-0.4912684594530376
1
<0.1%
-0.48905
1
<0.1%
-0.4888467944469761
1
<0.1%
-0.48752
1
<0.1%
-0.48704
1
<0.1%
-0.48695
1
<0.1%
-0.4856775206481081
1
<0.1%
-0.48554
1
<0.1%
-0.48479
1
<0.1%
-0.4840339380537752
1
<0.1%
-0.48389
1
<0.1%
-0.48329
1
<0.1%
LARGEST VALUES

29.91089
1
<0.1%
29.90805
1
<0.1%
29.89056
1
<0.1%
29.8869579
1
<0.1%
29.884172044694424
1
<0.1%
29.86721511930228
1
<0.1%
29.86612
1
<0.1%
29.86505
1
<0.1%
29.86378
1
<0.1%
29.86372
1
<0.1%
29.86351031810045
1
<0.1%
29.863
1
<0.1%
29.86288725833587
1
<0.1%
29.862297
1
<0.1%
29.86212
1
<0.1%
property_type
MISSING:
---
42,075
52%
-
-
Entire rental unit
11,177
14%
-
-
Private room in rental unit
6,013
7%
-
-
Entire condo
4,127
5%
-
-
Entire home
3,653
5%
-
-
Private room in home
2,633
3%
-
-
Room in hotel
2,507
3%
-
-
Entire serviced apartment
1,887
2%
-
-
Private room in condo
867
1%
-
-
Room in boutique hotel
745
<1%
-
-
Entire loft
716
<1%
-
-
Room in aparthotel
701
<1%
-
-
Private room in bed and breakfast
393
<1%
-
-
Private room in townhouse
383
<1%
-
-
Entire townhouse
262
<1%
-
-
Shared room in rental unit
236
<1%
-
-
Entire villa
215
<1%
-
-
Shared room in hostel
212
<1%
-
-
Private room in hostel
182
<1%
-
-
Entire guesthouse
162
<1%
-
-
Private room in serviced apartment
139
<1%
-
-
Private room in guesthouse
129
<1%
-
-
Entire vacation home
124
<1%
-
-
Private room in loft
112
<1%
-
-
Private room in casa particular
105
<1%
-
-
Entire guest suite
99
<1%
-
-
Tiny home
91
<1%
-
-
Room in serviced apartment
87
<1%
-
-
Entire place
80
<1%
-
-
Boat
77
<1%
-
-
Camper/RV
69
<1%
-
-
Private room in guest suite
58
<1%
-
-
Private room in villa
54
<1%
-
-
Private room
44
<1%
-
-
Shared room in home
44
<1%
-
-
Entire bungalow
44
<1%
-
-
Houseboat
43
<1%
-
-
Farm stay
40
<1%
-
-
Treehouse
33
<1%
-
-
Shared room in bed and breakfast
30
<1%
-
-
Entire cabin
30
<1%
-
-
Entire cottage
28
<1%
-
-
Shared room in hotel
27
<1%
-
-
Room in bed and breakfast
27
<1%
-
-
Room in hostel
24
<1%
-
-
Private room in bungalow
22
<1%
-
-
Shared room in condo
19
<1%
-
-
Private room in tiny home
18
<1%
-
-
Casa particular
17
<1%
-
-
Private room in vacation home
15
<1%
-
-
Private room in nature lodge
15
<1%
-
-
Private room in cottage
14
<1%
-
-
Private room in farm stay
12
<1%
-
-
Private room in pension
11
<1%
-
-
Entire chalet
10
<1%
-
-
Tower
9
<1%
-
-
Shared room in serviced apartment
8
<1%
-
-
Private room in boat
6
<1%
-
-
Tent
6
<1%
-
-
Dome
6
<1%
-
-
Barn
94
<1%
-
-
(Other)
room_type
MISSING:
---
TOP CATEGORIES

Entire home/apt
57,682
71%
Private room
22,402
28%
Shared room
642
<1%
Hotel room
340
<1%
ALL
81,066
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
room_type
PROVIDES INFORMATION ON...

bathrooms_text
0.21
oslo
0.02
city
0.01
instant_bookable
0.01
host_response_time
0.01
london
0.00
has_availability
0.00
host_has_profile_pic
0.00
berlin
0.00
host_is_superhost
0.00
host_identity_verified
0.00
barcelona
0.00
istanbul
0.00

THESE FEATURES
GIVE INFORMATION
ON room_type:

bathrooms_text
0.51
city
0.02
host_response_time
0.01
oslo
0.01
instant_bookable
0.01
london
0.00
host_is_superhost
0.00
berlin
0.00
host_has_profile_pic
0.00
barcelona
0.00
istanbul
0.00
host_identity_verified
0.00
has_availability
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
room_type
CORRELATION RATIO WITH...

calculated_host_listings_count_shared_rooms
0.47
accommodates
0.44
beds
0.26
bedrooms
0.22
amount_of_amenities
0.21
calculated_host_listings_count_private_rooms
0.21
calculated_host_listings_count_entire_homes
0.18
average_review_length
0.11
calculated_host_listings_count
0.11
availability_30
0.10
availability_60
0.10
host_listings_count
0.09
availability_90
0.09
review_scores_cleanliness
0.09
accommodates
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

beds
0.68
bedrooms
0.66
bathrooms
0.41
amount_of_amenities
0.21
calculated_host_listings_count_private_rooms
-0.12
picture_url_setting_indoor_outdoor
-0.10
minimum_minimum_nights
-0.08
minimum_nights_avg_ntm
-0.07
calculated_host_listings_count_entire_homes
0.07
maximum_nights
0.07
maximum_minimum_nights
-0.06
minimum_nights
-0.06
host_profile_pic_male_or_female
0.05
host_acceptance_rate
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

bathrooms_text
0.60
room_type
0.44
host_response_time
0.12
instant_bookable
0.08
city
0.05
berlin
0.04
has_availability
0.03
istanbul
0.02
host_has_profile_pic
0.02
barcelona
0.02
host_is_superhost
0.01
host_identity_verified
0.01
london
0.01
oslo
0.01
MOST FREQUENT VALUES

2
28,391
35.0%
4
17,201
21.2%
3
9,704
12.0%
1
7,792
9.6%
6
6,614
8.2%
5
5,710
7.0%
8
2,118
2.6%
7
1,567
1.9%
10
697
0.9%
9
431
0.5%
12
290
0.4%
16
248
0.3%
11
99
0.1%
14
91
0.1%
13
57
<0.1%
SMALLEST VALUES

1
7,792
9.6%
2
28,391
35.0%
3
9,704
12.0%
4
17,201
21.2%
5
5,710
7.0%
6
6,614
8.2%
7
1,567
1.9%
8
2,118
2.6%
9
431
0.5%
10
697
0.9%
11
99
0.1%
12
290
0.4%
13
57
<0.1%
14
91
0.1%
15
56
<0.1%
LARGEST VALUES

16
248
0.3%
15
56
<0.1%
14
91
0.1%
13
57
<0.1%
12
290
0.4%
11
99
0.1%
10
697
0.9%
9
431
0.5%
8
2,118
2.6%
7
1,567
1.9%
6
6,614
8.2%
5
5,710
7.0%
4
17,201
21.2%
3
9,704
12.0%
2
28,391
35.0%
bathrooms
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

bedrooms
0.56
beds
0.45
accommodates
0.41
longitude
-0.09
picture_url_setting_indoor_outdoor
-0.08
amount_of_amenities
0.07
calculated_host_listings_count_private_rooms
0.07
calculated_host_listings_count
0.07
average_review_length
0.06
host_listings_count
0.05
distance_to_city_center
0.05
calculated_host_listings_count_entire_homes
0.05
host_total_listings_count
0.04
host_profile_pic_professionality
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

bathrooms_text
0.98
city
0.13
barcelona
0.08
london
0.07
oslo
0.06
istanbul
0.06
berlin
0.06
room_type
0.05
host_response_time
0.04
host_identity_verified
0.01
instant_bookable
0.01
has_availability
0.01
host_is_superhost
0.00
host_has_profile_pic
0.00
MOST FREQUENT VALUES

1.0
59,371
73.2%
2.0
11,149
13.8%
1.5
5,530
6.8%
2.5
1,410
1.7%
3.0
1,323
1.6%
0.5
655
0.8%
0.0
496
0.6%
4.0
374
0.5%
3.5
301
0.4%
5.0
132
0.2%
6.0
94
0.1%
4.5
66
<0.1%
8.0
37
<0.1%
5.5
30
<0.1%
10.0
21
<0.1%
SMALLEST VALUES

0.0
496
0.6%
0.5
655
0.8%
1.0
59,371
73.2%
1.5
5,530
6.8%
2.0
11,149
13.8%
2.5
1,410
1.7%
3.0
1,323
1.6%
3.5
301
0.4%
4.0
374
0.5%
4.5
66
<0.1%
5.0
132
0.2%
5.5
30
<0.1%
6.0
94
0.1%
6.5
7
<0.1%
7.0
17
<0.1%
LARGEST VALUES

50.0
1
<0.1%
39.0
1
<0.1%
31.0
1
<0.1%
29.0
1
<0.1%
27.0
1
<0.1%
26.0
1
<0.1%
24.0
1
<0.1%
23.5
1
<0.1%
22.0
3
<0.1%
21.0
3
<0.1%
20.0
1
<0.1%
18.0
1
<0.1%
17.0
1
<0.1%
16.5
1
<0.1%
16.0
3
<0.1%
bathrooms_text
MISSING:
152
(<1%)
TOP CATEGORIES

1 bath
46,661
58%
2 baths
10,154
13%
1 shared bath
7,427
9%
1 private bath
5,181
6%
1.5 baths
4,046
5%
1.5 shared baths
1,479
2%
2.5 baths
1,238
2%
3 baths
1,178
1%
2 shared baths
974
1%
Half-bath
397
<1%
4 baths
323
<1%
0 baths
312
<1%
3.5 baths
285
<1%
Shared half-bath
183
<1%
2.5 shared baths
172
<1%
0 shared baths
170
<1%
3 shared baths
144
<1%
(Other)
590
<1%
ALL
80,914
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
bathrooms_text
PROVIDES INFORMATION ON...

room_type
0.51
barcelona
0.03
oslo
0.03
city
0.03
istanbul
0.02
london
0.02
instant_bookable
0.01
berlin
0.01
host_has_profile_pic
0.01
host_response_time
0.01
has_availability
0.01
host_identity_verified
0.00
host_is_superhost
0.00

THESE FEATURES
GIVE INFORMATION
ON bathrooms_text:

room_type
0.21
city
0.03
barcelona
0.01
istanbul
0.01
london
0.01
host_response_time
0.01
oslo
0.01
instant_bookable
0.01
berlin
0.00
host_has_profile_pic
0.00
host_is_superhost
0.00
host_identity_verified
0.00
has_availability
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
bathrooms_text
CORRELATION RATIO WITH...

bathrooms
0.98
bedrooms
0.62
accommodates
0.60
beds
0.51
longitude
0.20
calculated_host_listings_count_private_rooms
0.20
amount_of_amenities
0.18
calculated_host_listings_count_entire_homes
0.17
calculated_host_listings_count_shared_rooms
0.16
calculated_host_listings_count
0.15
Unnamed: 0
0.13
host_listings_count
0.12
latitude
0.11
distance_to_city_center
0.11
bedrooms
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

beds
0.67
accommodates
0.66
bathrooms
0.56
amount_of_amenities
0.12
picture_url_setting_indoor_outdoor
-0.10
calculated_host_listings_count_entire_homes
0.06
average_review_length
0.06
longitude
-0.05
calculated_host_listings_count
0.05
calculated_host_listings_count_private_rooms
-0.04
host_listings_count
0.04
host_profile_pic_professionality
0.04
distance_to_city_center
0.04
Unnamed: 0
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

bathrooms_text
0.62
room_type
0.22
city
0.12
barcelona
0.10
berlin
0.07
istanbul
0.03
host_response_time
0.03
instant_bookable
0.01
host_has_profile_pic
0.01
host_is_superhost
0.01
london
0.01
oslo
0.01
has_availability
0.01
host_identity_verified
0.01
MOST FREQUENT VALUES

1.0
47,747
58.9%
2.0
18,951
23.4%
3.0
7,560
9.3%
0.0
3,271
4.0%
4.0
2,460
3.0%
5.0
565
0.7%
6.0
226
0.3%
7.0
95
0.1%
8.0
65
<0.1%
10.0
34
<0.1%
9.0
27
<0.1%
12.0
14
<0.1%
20.0
7
<0.1%
16.0
6
<0.1%
50.0
5
<0.1%
SMALLEST VALUES

0.0
3,271
4.0%
1.0
47,747
58.9%
2.0
18,951
23.4%
3.0
7,560
9.3%
4.0
2,460
3.0%
5.0
565
0.7%
6.0
226
0.3%
7.0
95
0.1%
8.0
65
<0.1%
9.0
27
<0.1%
10.0
34
<0.1%
11.0
5
<0.1%
12.0
14
<0.1%
13.0
4
<0.1%
14.0
2
<0.1%
LARGEST VALUES

50.0
5
<0.1%
49.0
1
<0.1%
39.0
1
<0.1%
34.0
1
<0.1%
32.0
1
<0.1%
31.0
2
<0.1%
30.0
2
<0.1%
27.0
1
<0.1%
25.0
2
<0.1%
22.0
2
<0.1%
21.0
2
<0.1%
20.0
7
<0.1%
18.0
3
<0.1%
17.0
2
<0.1%
16.0
6
<0.1%
beds
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

accommodates
0.68
bedrooms
0.67
bathrooms
0.45
amount_of_amenities
0.14
picture_url_setting_indoor_outdoor
-0.09
latitude
-0.08
maximum_nights
0.08
calculated_host_listings_count_shared_rooms
0.07
number_of_reviews
0.06
calculated_host_listings_count_private_rooms
-0.06
calculated_host_listings_count_entire_homes
0.05
aesthetic_score
0.05
review_scores_accuracy
-0.04
review_scores_value
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

bathrooms_text
0.51
room_type
0.26
city
0.11
barcelona
0.10
host_response_time
0.08
london
0.06
instant_bookable
0.05
oslo
0.04
has_availability
0.02
host_has_profile_pic
0.02
berlin
0.02
istanbul
0.01
host_identity_verified
0.01
host_is_superhost
0.00
MOST FREQUENT VALUES

1.0
36,720
45.3%
2.0
20,528
25.3%
3.0
10,497
12.9%
4.0
5,650
7.0%
5.0
2,514
3.1%
0.0
2,225
2.7%
6.0
1,412
1.7%
7.0
574
0.7%
8.0
373
0.5%
9.0
168
0.2%
10.0
151
0.2%
12.0
47
<0.1%
11.0
43
<0.1%
15.0
26
<0.1%
16.0
23
<0.1%
SMALLEST VALUES

0.0
2,225
2.7%
1.0
36,720
45.3%
2.0
20,528
25.3%
3.0
10,497
12.9%
4.0
5,650
7.0%
5.0
2,514
3.1%
6.0
1,412
1.7%
7.0
574
0.7%
8.0
373
0.5%
9.0
168
0.2%
10.0
151
0.2%
11.0
43
<0.1%
12.0
47
<0.1%
13.0
19
<0.1%
14.0
19
<0.1%
LARGEST VALUES

127.0
1
<0.1%
54.0
1
<0.1%
50.0
10
<0.1%
42.0
3
<0.1%
40.0
1
<0.1%
38.0
1
<0.1%
35.0
1
<0.1%
32.0
4
<0.1%
30.0
2
<0.1%
29.0
1
<0.1%
28.0
2
<0.1%
27.0
1
<0.1%
26.0
2
<0.1%
25.0
5
<0.1%
24.0
4
<0.1%
amenities
MISSING:
---
261
<1%
-
-
[]
136
<1%
-
-
["Housekeeping - available at extra cost", "TV", "Wifi", "Kitchen", "Long term stays allowed", "Washer", "Heating", "Air conditioning", "Iron", "Hair dryer"]
129
<1%
-
-
["TV", "Wifi", "Kitchen", "Long term stays allowed", "Washer", "Heating", "Air conditioning", "Iron", "Hair dryer"]
123
<1%
-
-
["Wifi", "TV", "Kitchen", "Washer", "Air conditioning"]
110
<1%
-
-
["Wifi", "Kitchen", "Washer", "TV"]
74
<1%
-
-
["Cleaning products", "Washer", "TV", "Dedicated workspace", "Kitchen", "Hot water", "Wifi", "Heating", "Dishes and silverware"]
67
<1%
-
-
["Washer", "Air conditioning", "TV", "Kitchen", "Wifi"]
65
<1%
-
-
["Kitchen", "Washer", "Wifi"]
53
<1%
-
-
["First aid kit", "Washer", "Lock on bedroom door", "Kitchen", "Wifi"]
53
<1%
-
-
["Kitchen", "TV", "Washer", "Wifi"]
46
<1%
-
-
["Washer", "Air conditioning", "TV", "Dedicated workspace", "Kitchen", "Wifi"]
44
<1%
-
-
["Wifi", "TV", "Lock on bedroom door", "Washer", "Kitchen"]
44
<1%
-
-
["Wifi", "Lock on bedroom door", "Dedicated workspace", "Washer", "Kitchen"]
42
<1%
-
-
["Carbon monoxide alarm", "TV", "Washer", "Smoke alarm", "Kitchen", "Wifi"]
41
<1%
-
-
["Wifi", "TV", "Dedicated workspace", "Washer", "Kitchen"]
41
<1%
-
-
["Kitchen", "Washer", "TV", "Smoke alarm", "Fire extinguisher", "Wifi"]
38
<1%
-
-
["Fire extinguisher", "TV", "Wifi", "Carbon monoxide alarm", "Exterior security cameras on property", "Dedicated workspace", "Free parking on premises", "First aid kit", "Air conditioning", "Smoke alarm&qu
38
<1%
-
-
["Lock on bedroom door", "Cooking basics", "Dedicated workspace", "Kitchen", "Wifi", "Heating"]
37
<1%
-
-
["Dining table", "Dedicated workspace", "Oven", "Cooking basics", "Cleaning products", "Iron", "Bathtub", "Washer", "Lock on bedroom door", "Drying rack for clothing", "Kitchen", "Dishe
37
<1%
-
-
["Smoking allowed", "Wifi", "TV", "Kitchen", "Washer", "Pets allowed", "Air conditioning"]
37
<1%
-
-
["TV", "Washer", "Smoke alarm", "Kitchen", "Wifi"]
37
<1%
-
-
["Wifi", "TV", "Washer", "Free parking on premises", "Kitchen"]
37
<1%
-
-
["Wifi", "Air conditioning", "TV"]
37
<1%
-
-
["Extra pillows and blankets", "Room-darkening shades", "Washer", "Heating", "Free parking on premises", "Air conditioning", "Hangers", "Iron", "Kitchen", "Freezer", "Bed linens", "Wifi
37
<1%
-
-
["Wifi", "TV", "Kitchen", "Dedicated workspace", "Washer", "Air conditioning"]
36
<1%
-
-
["Fire extinguisher", "TV", "Wifi", "Carbon monoxide alarm", "Exterior security cameras on property", "First aid kit", "Air conditioning", "Smoke alarm"]
36
<1%
-
-
["Kitchen", "Washer", "TV", "Smoke alarm", "Fire extinguisher", "Wifi", "Paid parking on premises"]
33
<1%
-
-
["Wifi", "TV", "Kitchen", "Washer", "Free parking on premises", "Air conditioning"]
32
<1%
-
-
["Shower gel", "Room-darkening shades", "Heating", "Hangers", "Air conditioning", "Bed linens", "Wifi", "Long term stays allowed", "Coffee", "Luggage dropoff allowed", "Fire extinguisher", &
31
<1%
-
-
["Microwave", "TV", "Crib", "Oven", "Bed linens", "Self check-in", "Hair dryer", "Iron", "Long term stays allowed", "Hangers", "Private entrance", "Refrigerator", "Essentials&
30
<1%
-
-
["Washer", "Heating", "Free parking on premises", "Kitchen", "Air conditioning", "Hangers", "Iron", "Breakfast", "Wifi", "Smoke alarm", "Smoking allowed", "Fire extinguisher", &quo
27
<1%
-
-
["Kitchen", "Washer", "Wifi", "Lock on bedroom door"]
27
<1%
-
-
["Microwave", "Free street parking", "Shower gel", "Washer", "Safe", "Heating", "Baking sheet", "Free parking on premises", "Hangers", "Air conditioning", "Iron", "Kitchen", "
26
<1%
-
-
["Dedicated workspace", "Washer", "Wifi", "Smoke alarm", "Kitchen"]
26
<1%
-
-
["Dedicated workspace", "Washer", "TV", "Wifi", "Smoke alarm", "Kitchen"]
26
<1%
-
-
["Kitchen"]
25
<1%
-
-
["Crib", "Dedicated workspace", "Oven", "Cooking basics", "Long term stays allowed", "Iron", "Heating", "Dryer \u2013\u00a0In unit", "High chair", "Shampoo", "Patio or balcony", "Bathtu
24
<1%
-
-
["Kitchen", "Dedicated workspace", "Washer", "Wifi"]
24
<1%
-
-
["Smoking allowed", "Wifi", "TV", "Kitchen", "Exterior security cameras on property", "Washer", "Pets allowed", "Air conditioning"]
24
<1%
-
-
["Fire extinguisher", "TV", "Wifi", "Kitchen", "Exterior security cameras on property", "Carbon monoxide alarm", "Washer", "Free parking on premises", "First aid kit", "Self check-in", "Building
23
<1%
-
-
["Wifi", "TV", "Kitchen", "Dedicated workspace", "Washer", "Free parking on premises", "Air conditioning"]
23
<1%
-
-
["Washer", "TV", "Wifi", "Smoke alarm", "Kitchen"]
23
<1%
-
-
["Lock on bedroom door", "Wifi", "Kitchen", "Washer"]
22
<1%
-
-
["Kitchen", "Washer", "TV"]
21
<1%
-
-
["Dedicated workspace", "Exterior security cameras on property", "Carbon monoxide alarm", "Lock on bedroom door", "TV", "Washer", "Smoke alarm", "First aid kit", "Fire extinguisher", "Kitchen", "
21
<1%
-
-
["Fire extinguisher", "TV", "Wifi", "Kitchen", "Carbon monoxide alarm", "Washer", "First aid kit", "Air conditioning", "Smoke alarm"]
20
<1%
-
-
["Microwave", "Host greets you", "Bed linens", "Hair dryer", "Iron", "Long term stays allowed", "Extra pillows and blankets", "Hangers", "Refrigerator", "Essentials", "Kitchen", "Shampo
20
<1%
-
-
["Crib", "Dedicated workspace", "Oven", "Cooking basics", "Long term stays allowed", "Iron", "Heating", "Dryer \u2013\u00a0In unit", "High chair", "Shampoo", "Bathtub", "Lockbox",
20
<1%
-
-
["Carbon monoxide alarm", "TV", "Washer", "Smoke alarm", "First aid kit", "Fire extinguisher", "Kitchen", "Wifi"]
20
<1%
-
-
["Microwave", "TV", "Crib", "Oven", "Bed linens", "Self check-in", "Hair dryer", "Iron", "Long term stays allowed", "Hangers", "Private entrance", "Refrigerator", "Essentials&
20
<1%
-
-
["Smoking allowed", "Wifi", "TV", "Washer", "Pets allowed", "Kitchen"]
20
<1%
-
-
["Kitchen", "Wifi", "Washer", "TV"]
19
<1%
-
-
["TV", "Wifi", "Long term stays allowed", "Heating", "Washer", "Kitchen", "Iron", "Hair dryer"]
19
<1%
-
-
["Wifi"]
19
<1%
-
-
["Kitchen", "Wifi", "Washer"]
19
<1%
-
-
["Crib", "Dedicated workspace", "Oven", "Cooking basics", "Long term stays allowed", "Iron", "Heating", "Dryer \u2013\u00a0In unit", "High chair", "Shampoo", "Lockbox", "Kitchen",
19
<1%
-
-
["Wifi", "Air conditioning", "Hot water", "TV"]
19
<1%
-
-
["Housekeeping - available at extra cost", "TV", "Wifi", "Long term stays allowed", "Heating", "Washer", "Kitchen", "Iron", "Hair dryer"]
18
<1%
-
-
["Wifi", "Dedicated workspace", "Washer", "Kitchen"]
18
<1%
-
-
["Wifi", "Smoke alarm", "Washer", "Kitchen"]
78,572
97%
-
-
(Other)
price
MISSING:
---
885
1%
-
-
$126.0
848
1%
-
-
$63.0
647
<1%
-
-
$189.0
606
<1%
-
-
$94.5
481
<1%
-
-
$157.5
456
<1%
-
-
$252.0
419
<1%
-
-
$84.0
419
<1%
-
-
$315.0
395
<1%
-
-
$151.2
388
<1%
-
-
$69.3
384
<1%
-
-
$81.9
384
<1%
-
-
$88.2
382
<1%
-
-
$105.0
380
<1%
-
-
$52.0
372
<1%
-
-
$73.5
365
<1%
-
-
$75.6
360
<1%
-
-
$52.5
359
<1%
-
-
$56.7
337
<1%
-
-
$100.8
318
<1%
-
-
$44.408
316
<1%
-
-
$113.4
301
<1%
-
-
$39.0
295
<1%
-
-
$78.75
294
<1%
-
-
$163.8
283
<1%
-
-
$138.6
282
<1%
-
-
$26.0
280
<1%
-
-
$108.0
277
<1%
-
-
$68.25
268
<1%
-
-
$176.4
265
<1%
-
-
$57.75
265
<1%
-
-
$65.0
261
<1%
-
-
$119.7
261
<1%
-
-
$50.4
260
<1%
-
-
$44.1
259
<1%
-
-
$90.0
257
<1%
-
-
$135.0
247
<1%
-
-
$89.25
233
<1%
-
-
$226.8
232
<1%
-
-
$220.5
225
<1%
-
-
$132.3
221
<1%
-
-
$42.0
215
<1%
-
-
$180.0
214
<1%
-
-
$31.2
211
<1%
-
-
$117.0
211
<1%
-
-
$201.6
211
<1%
-
-
$144.9
211
<1%
-
-
$47.25
211
<1%
-
-
$210.0
207
<1%
-
-
$107.1
206
<1%
-
-
$378.0
206
<1%
-
-
$115.5
206
<1%
-
-
$53.3
202
<1%
-
-
$136.5
200
<1%
-
-
$68.822
199
<1%
-
-
$31.5
199
<1%
-
-
$99.0
193
<1%
-
-
$99.75
189
<1%
-
-
$78.0
185
<1%
-
-
$170.1
185
<1%
-
-
$147.0
62,438
77%
-
-
(Other)
minimum_nights
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

minimum_nights_avg_ntm
0.85
minimum_minimum_nights
0.84
maximum_minimum_nights
0.74
longitude
0.40
aesthetic_score
0.31
latitude
-0.29
Unnamed: 0
0.29
availability_365
0.23
availability_30
0.23
availability_60
0.19
number_of_reviews_ltm
-0.18
reviews_per_month
-0.18
number_of_reviews_l30d
-0.18
host_response_rate
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

city
0.42
istanbul
0.40
host_response_time
0.32
london
0.25
oslo
0.14
barcelona
0.09
host_is_superhost
0.09
bathrooms_text
0.07
instant_bookable
0.06
has_availability
0.06
host_has_profile_pic
0.06
host_identity_verified
0.05
room_type
0.04
berlin
0.03
MOST FREQUENT VALUES

1
22,672
28.0%
2
14,949
18.4%
3
11,153
13.8%
100
10,892
13.4%
4
3,329
4.1%
5
2,880
3.6%
32
2,759
3.4%
31
2,488
3.1%
7
1,841
2.3%
92
1,580
1.9%
30
1,000
1.2%
101
786
1.0%
6
651
0.8%
14
541
0.7%
90
437
0.5%
SMALLEST VALUES

1
22,672
28.0%
2
14,949
18.4%
3
11,153
13.8%
4
3,329
4.1%
5
2,880
3.6%
6
651
0.8%
7
1,841
2.3%
8
73
<0.1%
9
38
<0.1%
10
367
0.5%
11
6
<0.1%
12
39
<0.1%
13
29
<0.1%
14
541
0.7%
15
176
0.2%
LARGEST VALUES

999
46
<0.1%
865
1
<0.1%
600
1
<0.1%
500
6
<0.1%
400
1
<0.1%
365
143
0.2%
364
10
<0.1%
363
2
<0.1%
362
1
<0.1%
360
17
<0.1%
356
1
<0.1%
350
2
<0.1%
335
1
<0.1%
330
5
<0.1%
300
13
<0.1%
maximum_nights
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

maximum_minimum_nights
0.15
latitude
-0.14
availability_365
0.13
calculated_host_listings_count_entire_homes
0.12
number_of_reviews
0.11
calculated_host_listings_count
0.11
minimum_nights
0.10
minimum_nights_avg_ntm
0.10
host_listings_count
0.10
aesthetic_score
0.10
minimum_minimum_nights
0.10
host_total_listings_count
0.09
beds
0.08
host_profile_pic_male_or_female
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

city
0.15
oslo
0.13
instant_bookable
0.09
barcelona
0.08
room_type
0.07
host_has_profile_pic
0.06
bathrooms_text
0.06
istanbul
0.06
has_availability
0.04
host_response_time
0.04
london
0.04
host_identity_verified
0.02
berlin
0.01
host_is_superhost
0.00
MOST FREQUENT VALUES

365
39,362
48.6%
1125
16,559
20.4%
30
2,957
3.6%
90
2,176
2.7%
730
1,445
1.8%
180
1,425
1.8%
14
1,350
1.7%
60
1,294
1.6%
7
814
1.0%
28
808
1.0%
31
779
1.0%
330
733
0.9%
360
716
0.9%
10
542
0.7%
120
533
0.7%
SMALLEST VALUES

1
36
<0.1%
2
68
<0.1%
3
159
0.2%
4
161
0.2%
5
280
0.3%
6
162
0.2%
7
814
1.0%
8
139
0.2%
9
77
<0.1%
10
542
0.7%
11
23
<0.1%
12
69
<0.1%
13
37
<0.1%
14
1,350
1.7%
15
448
0.6%
LARGEST VALUES

9999
6
<0.1%
5000
2
<0.1%
3333
1
<0.1%
1500
1
<0.1%
1222
1
<0.1%
1200
1
<0.1%
1130
1
<0.1%
1125
16,559
20.4%
1124
200
0.2%
1123
16
<0.1%
1122
4
<0.1%
1121
2
<0.1%
1120
20
<0.1%
1114
1
<0.1%
1113
1
<0.1%
minimum_minimum_nights
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

minimum_nights_avg_ntm
0.94
minimum_nights
0.84
maximum_minimum_nights
0.80
longitude
0.46
aesthetic_score
0.35
latitude
-0.33
Unnamed: 0
0.33
availability_365
0.27
availability_30
0.26
reviews_per_month
-0.23
number_of_reviews_ltm
-0.22
availability_60
0.22
number_of_reviews_l30d
-0.21
host_response_rate
-0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

city
0.48
istanbul
0.45
host_response_time
0.39
london
0.29
oslo
0.16
host_is_superhost
0.13
barcelona
0.10
instant_bookable
0.10
bathrooms_text
0.09
host_has_profile_pic
0.07
has_availability
0.07
host_identity_verified
0.06
room_type
0.06
berlin
0.03
MOST FREQUENT VALUES

1.0
26,033
32.1%
2.0
16,271
20.1%
100.0
10,882
13.4%
3.0
8,875
10.9%
32.0
2,715
3.3%
4.0
2,553
3.1%
31.0
2,365
2.9%
5.0
2,317
2.9%
92.0
1,801
2.2%
7.0
1,589
2.0%
30.0
872
1.1%
101.0
743
0.9%
6.0
546
0.7%
14.0
427
0.5%
10.0
333
0.4%
SMALLEST VALUES

0.0
5
<0.1%
1.0
26,033
32.1%
2.0
16,271
20.1%
3.0
8,875
10.9%
4.0
2,553
3.1%
5.0
2,317
2.9%
6.0
546
0.7%
7.0
1,589
2.0%
8.0
71
<0.1%
9.0
44
<0.1%
10.0
333
0.4%
11.0
8
<0.1%
12.0
45
<0.1%
13.0
37
<0.1%
14.0
427
0.5%
LARGEST VALUES

600.0
1
<0.1%
500.0
6
<0.1%
400.0
1
<0.1%
365.0
103
0.1%
364.0
9
<0.1%
362.0
1
<0.1%
360.0
12
<0.1%
356.0
1
<0.1%
350.0
2
<0.1%
335.0
1
<0.1%
330.0
1
<0.1%
300.0
13
<0.1%
299.0
1
<0.1%
274.0
1
<0.1%
270.0
1
<0.1%
maximum_minimum_nights
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

minimum_nights_avg_ntm
0.87
minimum_minimum_nights
0.80
minimum_nights
0.74
longitude
0.32
aesthetic_score
0.25
latitude
-0.25
Unnamed: 0
0.23
reviews_per_month
-0.20
availability_365
0.19
number_of_reviews_ltm
-0.19
number_of_reviews_l30d
-0.18
calculated_host_listings_count_entire_homes
0.17
calculated_host_listings_count
0.16
availability_30
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

city
0.35
istanbul
0.31
host_response_time
0.30
london
0.21
oslo
0.15
host_is_superhost
0.11
bathrooms_text
0.07
berlin
0.06
barcelona
0.06
has_availability
0.05
room_type
0.04
host_has_profile_pic
0.04
instant_bookable
0.04
host_identity_verified
0.02
MOST FREQUENT VALUES

1.0
15,331
18.9%
2.0
13,964
17.2%
3.0
11,979
14.8%
100.0
10,943
13.5%
4.0
5,484
6.8%
5.0
4,457
5.5%
32.0
2,827
3.5%
31.0
2,664
3.3%
7.0
2,616
3.2%
92.0
1,571
1.9%
6.0
1,391
1.7%
30.0
958
1.2%
101.0
800
1.0%
90.0
724
0.9%
14.0
631
0.8%
SMALLEST VALUES

1.0
15,331
18.9%
2.0
13,964
17.2%
3.0
11,979
14.8%
4.0
5,484
6.8%
5.0
4,457
5.5%
6.0
1,391
1.7%
7.0
2,616
3.2%
8.0
138
0.2%
9.0
75
<0.1%
10.0
504
0.6%
11.0
11
<0.1%
12.0
54
<0.1%
13.0
48
<0.1%
14.0
631
0.8%
15.0
204
0.3%
LARGEST VALUES

999.0
15
<0.1%
600.0
1
<0.1%
500.0
7
<0.1%
400.0
1
<0.1%
365.0
621
0.8%
364.0
9
<0.1%
363.0
2
<0.1%
362.0
1
<0.1%
360.0
47
<0.1%
356.0
1
<0.1%
350.0
2
<0.1%
335.0
1
<0.1%
330.0
5
<0.1%
318.0
1
<0.1%
300.0
14
<0.1%
minimum_maximum_nights
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

maximum_nights_avg_ntm
0.96
maximum_maximum_nights
0.96
host_profile_pic_people_visible
-0.01
host_profile_pic_quality
-0.01
number_of_reviews
0.01
average_review_length
-0.01
Unnamed: 0
-0.01
availability_90
0.01
longitude
-0.01
maximum_nights
0.01
minimum_minimum_nights
-0.01
minimum_nights_avg_ntm
-0.01
availability_60
0.01
host_profile_pic_setting_indoor_outdoor
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

bathrooms_text
0.02
room_type
0.02
host_is_superhost
0.01
city
0.01
instant_bookable
0.01
berlin
0.01
host_response_time
0.01
istanbul
0.01
london
0.00
oslo
0.00
host_identity_verified
0.00
host_has_profile_pic
0.00
has_availability
0.00
barcelona
0.00
MOST FREQUENT VALUES

365.0
32,524
40.1%
1125.0
24,505
30.2%
30.0
2,455
3.0%
90.0
1,599
2.0%
999.0
1,309
1.6%
14.0
1,183
1.5%
730.0
1,098
1.4%
180.0
1,015
1.3%
60.0
950
1.2%
7.0
833
1.0%
28.0
814
1.0%
330.0
682
0.8%
31.0
635
0.8%
2.0
590
0.7%
360.0
570
0.7%
SMALLEST VALUES

1.0
564
0.7%
2.0
590
0.7%
3.0
369
0.5%
4.0
195
0.2%
5.0
296
0.4%
6.0
282
0.3%
7.0
833
1.0%
8.0
134
0.2%
9.0
93
0.1%
10.0
488
0.6%
11.0
27
<0.1%
12.0
96
0.1%
13.0
77
<0.1%
14.0
1,183
1.5%
15.0
397
0.5%
LARGEST VALUES

2147483647.0
11
<0.1%
9999.0
5
<0.1%
5000.0
2
<0.1%
3652.0
1
<0.1%
1500.0
1
<0.1%
1222.0
1
<0.1%
1200.0
1
<0.1%
1130.0
1
<0.1%
1125.0
24,505
30.2%
1124.0
99
0.1%
1123.0
9
<0.1%
1122.0
2
<0.1%
1120.0
10
<0.1%
1111.0
3
<0.1%
1110.0
1
<0.1%
maximum_maximum_nights
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

maximum_nights_avg_ntm
1.00
minimum_maximum_nights
0.96
host_profile_pic_people_visible
-0.01
host_profile_pic_quality
-0.01
maximum_nights
0.01
number_of_reviews
0.01
average_review_length
-0.01
Unnamed: 0
-0.01
longitude
-0.01
availability_90
0.01
minimum_nights_avg_ntm
-0.01
minimum_minimum_nights
-0.01
availability_60
0.01
minimum_nights
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

room_type
0.03
bathrooms_text
0.02
host_is_superhost
0.01
city
0.01
instant_bookable
0.01
host_response_time
0.01
berlin
0.01
istanbul
0.01
london
0.01
oslo
0.00
host_identity_verified
0.00
host_has_profile_pic
0.00
has_availability
0.00
barcelona
0.00
MOST FREQUENT VALUES

365.0
32,766
40.4%
1125.0
26,271
32.4%
30.0
2,299
2.8%
90.0
1,597
2.0%
999.0
1,477
1.8%
14.0
1,141
1.4%
730.0
1,106
1.4%
60.0
937
1.2%
180.0
933
1.2%
7.0
739
0.9%
330.0
678
0.8%
31.0
603
0.7%
360.0
598
0.7%
28.0
594
0.7%
731.0
491
0.6%
SMALLEST VALUES

1.0
27
<0.1%
2.0
59
<0.1%
3.0
158
0.2%
4.0
150
0.2%
5.0
242
0.3%
6.0
206
0.3%
7.0
739
0.9%
8.0
122
0.2%
9.0
73
<0.1%
10.0
459
0.6%
11.0
22
<0.1%
12.0
59
<0.1%
13.0
31
<0.1%
14.0
1,141
1.4%
15.0
367
0.5%
LARGEST VALUES

2147483647.0
12
<0.1%
9999.0
5
<0.1%
5000.0
2
<0.1%
3652.0
1
<0.1%
3000.0
8
<0.1%
1500.0
1
<0.1%
1222.0
1
<0.1%
1200.0
1
<0.1%
1130.0
1
<0.1%
1125.0
26,271
32.4%
1124.0
107
0.1%
1123.0
9
<0.1%
1122.0
3
<0.1%
1120.0
10
<0.1%
1111.0
3
<0.1%
minimum_nights_avg_ntm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

minimum_minimum_nights
0.94
maximum_minimum_nights
0.87
minimum_nights
0.85
longitude
0.42
aesthetic_score
0.33
latitude
-0.32
Unnamed: 0
0.30
availability_365
0.25
availability_30
0.24
reviews_per_month
-0.21
number_of_reviews_ltm
-0.21
number_of_reviews_l30d
-0.20
availability_60
0.19
host_response_rate
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

city
0.44
istanbul
0.41
host_response_time
0.36
london
0.27
oslo
0.16
host_is_superhost
0.12
barcelona
0.08
instant_bookable
0.08
bathrooms_text
0.08
has_availability
0.06
host_has_profile_pic
0.06
host_identity_verified
0.06
room_type
0.05
berlin
0.03
MOST FREQUENT VALUES

1.0
15,990
19.7%
2.0
12,952
16.0%
100.0
10,856
13.4%
3.0
9,147
11.3%
4.0
2,715
3.3%
32.0
2,478
3.1%
5.0
2,404
3.0%
31.0
2,203
2.7%
92.0
1,542
1.9%
7.0
1,518
1.9%
2.9
852
1.1%
101.0
744
0.9%
30.0
732
0.9%
6.0
586
0.7%
1.1
560
0.7%
SMALLEST VALUES

0.4
1
<0.1%
0.5
1
<0.1%
0.7
2
<0.1%
0.8
1
<0.1%
1.0
15,990
19.7%
1.1
560
0.7%
1.2
289
0.4%
1.3
545
0.7%
1.4
275
0.3%
1.5
175
0.2%
1.6
260
0.3%
1.7
215
0.3%
1.8
175
0.2%
1.9
304
0.4%
2.0
12,952
16.0%
LARGEST VALUES

967.0
1
<0.1%
965.7
1
<0.1%
961.2
1
<0.1%
956.8
1
<0.1%
913.5
1
<0.1%
881.5
1
<0.1%
744.6
1
<0.1%
714.8
1
<0.1%
600.0
1
<0.1%
500.0
6
<0.1%
441.0
4
<0.1%
438.8
1
<0.1%
436.6
1
<0.1%
432.1
1
<0.1%
400.0
1
<0.1%
maximum_nights_avg_ntm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

maximum_maximum_nights
1.00
minimum_maximum_nights
0.96
host_profile_pic_people_visible
-0.01
host_profile_pic_quality
-0.01
number_of_reviews
0.01
maximum_nights
0.01
average_review_length
-0.01
Unnamed: 0
-0.01
longitude
-0.01
availability_90
0.01
minimum_nights_avg_ntm
-0.01
minimum_minimum_nights
-0.01
availability_60
0.01
minimum_nights
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

room_type
0.03
bathrooms_text
0.02
host_is_superhost
0.01
city
0.01
instant_bookable
0.01
host_response_time
0.01
berlin
0.01
istanbul
0.01
london
0.01
oslo
0.00
host_identity_verified
0.00
host_has_profile_pic
0.00
has_availability
0.00
barcelona
0.00
MOST FREQUENT VALUES

365.0
32,366
39.9%
1125.0
24,505
30.2%
30.0
2,275
2.8%
90.0
1,543
1.9%
999.0
1,223
1.5%
14.0
1,136
1.4%
730.0
1,098
1.4%
60.0
922
1.1%
180.0
918
1.1%
7.0
738
0.9%
330.0
673
0.8%
31.0
652
0.8%
28.0
585
0.7%
360.0
569
0.7%
10.0
457
0.6%
SMALLEST VALUES

1.0
28
<0.1%
2.0
60
<0.1%
3.0
157
0.2%
4.0
150
0.2%
5.0
241
0.3%
5.9
1
<0.1%
6.0
205
0.3%
6.1
2
<0.1%
6.2
1
<0.1%
6.5
1
<0.1%
6.7
2
<0.1%
7.0
738
0.9%
7.2
1
<0.1%
7.5
1
<0.1%
7.7
2
<0.1%
LARGEST VALUES

2147483647.0
11
<0.1%
2142535528.0
1
<0.1%
9999.0
5
<0.1%
5000.0
2
<0.1%
3652.0
1
<0.1%
1500.0
1
<0.1%
1222.0
1
<0.1%
1200.0
1
<0.1%
1130.0
1
<0.1%
1125.0
24,505
30.2%
1124.9
1
<0.1%
1124.5
1
<0.1%
1124.0
98
0.1%
1123.2
2
<0.1%
1123.0
9
<0.1%
has_availability
MISSING:
---
TOP CATEGORIES

t
79,741
98%
f
1,325
2%
ALL
81,066
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
has_availability
PROVIDES INFORMATION ON...

host_response_time
0.01
instant_bookable
0.01
host_has_profile_pic
0.01
host_is_superhost
0.01
host_identity_verified
0.00
oslo
0.00
barcelona
0.00
city
0.00
room_type
0.00
berlin
0.00
bathrooms_text
0.00
london
0.00
istanbul
0.00

THESE FEATURES
GIVE INFORMATION
ON has_availability:

host_response_time
0.15
instant_bookable
0.06
host_is_superhost
0.04
host_has_profile_pic
0.02
city
0.02
host_identity_verified
0.01
oslo
0.01
barcelona
0.01
bathrooms_text
0.01
room_type
0.00
london
0.00
berlin
0.00
istanbul
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
has_availability
CORRELATION RATIO WITH...

review_scores_location
0.19
review_scores_checkin
0.19
review_scores_communication
0.19
review_scores_accuracy
0.19
review_scores_rating
0.19
review_scores_cleanliness
0.19
review_scores_value
0.19
average_review_length
0.13
amount_of_amenities
0.10
availability_30
0.08
reviews_per_month
0.08
minimum_minimum_nights
0.07
availability_60
0.07
minimum_nights_avg_ntm
0.06
availability_30
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

availability_60
0.93
availability_90
0.86
availability_365
0.45
Unnamed: 0
0.37
longitude
0.36
minimum_minimum_nights
0.26
minimum_nights_avg_ntm
0.24
distance_to_city_center
0.24
minimum_nights
0.23
aesthetic_score
0.22
number_of_reviews_ltm
-0.19
number_of_reviews
-0.19
amount_of_amenities
-0.17
host_response_rate
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

city
0.44
istanbul
0.39
barcelona
0.29
host_response_time
0.24
berlin
0.15
host_is_superhost
0.15
host_has_profile_pic
0.14
bathrooms_text
0.11
room_type
0.10
has_availability
0.08
london
0.07
instant_bookable
0.05
oslo
0.04
host_identity_verified
0.01
MOST FREQUENT VALUES

0
13,277
16.4%
30
12,054
14.9%
29
8,512
10.5%
28
2,702
3.3%
1
2,497
3.1%
2
2,336
2.9%
6
2,225
2.7%
5
2,205
2.7%
4
2,189
2.7%
23
2,150
2.7%
3
2,142
2.6%
27
2,001
2.5%
7
1,979
2.4%
8
1,829
2.3%
9
1,808
2.2%
SMALLEST VALUES

0
13,277
16.4%
1
2,497
3.1%
2
2,336
2.9%
3
2,142
2.6%
4
2,189
2.7%
5
2,205
2.7%
6
2,225
2.7%
7
1,979
2.4%
8
1,829
2.3%
9
1,808
2.2%
10
1,586
2.0%
11
1,564
1.9%
12
1,496
1.8%
13
1,470
1.8%
14
1,337
1.6%
LARGEST VALUES

30
12,054
14.9%
29
8,512
10.5%
28
2,702
3.3%
27
2,001
2.5%
26
1,161
1.4%
25
1,066
1.3%
24
1,265
1.6%
23
2,150
2.7%
22
1,236
1.5%
21
1,203
1.5%
20
1,174
1.4%
19
1,224
1.5%
18
1,238
1.5%
17
1,379
1.7%
16
1,388
1.7%
availability_60
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

availability_90
0.97
availability_30
0.93
availability_365
0.50
Unnamed: 0
0.36
longitude
0.36
aesthetic_score
0.23
minimum_minimum_nights
0.22
distance_to_city_center
0.21
minimum_nights_avg_ntm
0.19
minimum_nights
0.19
number_of_reviews
-0.16
number_of_reviews_ltm
-0.15
host_response_rate
-0.15
amount_of_amenities
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

city
0.42
istanbul
0.39
barcelona
0.26
host_response_time
0.20
host_has_profile_pic
0.13
berlin
0.13
host_is_superhost
0.12
bathrooms_text
0.10
room_type
0.10
london
0.08
has_availability
0.07
instant_bookable
0.02
oslo
0.01
host_identity_verified
0.01
MOST FREQUENT VALUES

60
11,708
14.4%
0
8,480
10.5%
59
8,189
10.1%
58
2,504
3.1%
53
1,848
2.3%
57
1,823
2.2%
1
1,041
1.3%
4
1,023
1.3%
56
1,000
1.2%
35
999
1.2%
54
999
1.2%
52
963
1.2%
27
963
1.2%
5
937
1.2%
36
933
1.2%
SMALLEST VALUES

0
8,480
10.5%
1
1,041
1.3%
2
862
1.1%
3
828
1.0%
4
1,023
1.3%
5
937
1.2%
6
821
1.0%
7
820
1.0%
8
832
1.0%
9
872
1.1%
10
709
0.9%
11
750
0.9%
12
767
0.9%
13
722
0.9%
14
780
1.0%
LARGEST VALUES

60
11,708
14.4%
59
8,189
10.1%
58
2,504
3.1%
57
1,823
2.2%
56
1,000
1.2%
55
855
1.1%
54
999
1.2%
53
1,848
2.3%
52
963
1.2%
51
906
1.1%
50
885
1.1%
49
894
1.1%
48
838
1.0%
47
879
1.1%
46
870
1.1%
availability_90
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

availability_60
0.97
availability_30
0.86
availability_365
0.55
Unnamed: 0
0.34
longitude
0.34
aesthetic_score
0.23
distance_to_city_center
0.19
minimum_minimum_nights
0.18
minimum_nights_avg_ntm
0.17
minimum_nights
0.16
latitude
-0.15
host_response_rate
-0.13
number_of_reviews
-0.13
amount_of_amenities
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

city
0.38
istanbul
0.36
barcelona
0.21
host_response_time
0.18
berlin
0.12
host_has_profile_pic
0.12
host_is_superhost
0.10
london
0.09
bathrooms_text
0.09
room_type
0.09
has_availability
0.06
oslo
0.02
host_identity_verified
0.00
instant_bookable
0.00
MOST FREQUENT VALUES

90
11,508
14.2%
89
8,064
9.9%
0
6,602
8.1%
88
2,421
3.0%
87
1,779
2.2%
83
1,761
2.2%
84
958
1.2%
86
944
1.2%
82
924
1.1%
81
860
1.1%
65
842
1.0%
57
833
1.0%
80
825
1.0%
85
821
1.0%
75
817
1.0%
SMALLEST VALUES

0
6,602
8.1%
1
784
1.0%
2
598
0.7%
3
483
0.6%
4
548
0.7%
5
526
0.6%
6
393
0.5%
7
445
0.5%
8
458
0.6%
9
418
0.5%
10
334
0.4%
11
377
0.5%
12
352
0.4%
13
342
0.4%
14
373
0.5%
LARGEST VALUES

90
11,508
14.2%
89
8,064
9.9%
88
2,421
3.0%
87
1,779
2.2%
86
944
1.2%
85
821
1.0%
84
958
1.2%
83
1,761
2.2%
82
924
1.1%
81
860
1.1%
80
825
1.0%
79
803
1.0%
78
755
0.9%
77
816
1.0%
76
797
1.0%
availability_365
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

availability_90
0.55
availability_60
0.50
availability_30
0.45
longitude
0.29
minimum_minimum_nights
0.27
Unnamed: 0
0.26
aesthetic_score
0.26
minimum_nights_avg_ntm
0.25
latitude
-0.24
minimum_nights
0.23
maximum_minimum_nights
0.19
maximum_nights
0.13
host_response_rate
-0.12
distance_to_city_center
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

city
0.32
istanbul
0.32
london
0.16
host_response_time
0.14
oslo
0.11
host_is_superhost
0.10
host_has_profile_pic
0.09
berlin
0.07
barcelona
0.06
bathrooms_text
0.06
instant_bookable
0.04
room_type
0.03
has_availability
0.03
host_identity_verified
0.02
MOST FREQUENT VALUES

365
7,837
9.7%
269
3,175
3.9%
364
3,157
3.9%
270
1,901
2.3%
363
1,125
1.4%
362
809
1.0%
180
768
0.9%
179
735
0.9%
0
733
0.9%
358
724
0.9%
89
711
0.9%
90
665
0.8%
268
425
0.5%
359
417
0.5%
88
410
0.5%
SMALLEST VALUES

0
733
0.9%
1
178
0.2%
2
190
0.2%
3
185
0.2%
4
206
0.3%
5
226
0.3%
6
182
0.2%
7
226
0.3%
8
216
0.3%
9
186
0.2%
10
164
0.2%
11
186
0.2%
12
163
0.2%
13
151
0.2%
14
175
0.2%
LARGEST VALUES

365
7,837
9.7%
364
3,157
3.9%
363
1,125
1.4%
362
809
1.0%
361
371
0.5%
360
332
0.4%
359
417
0.5%
358
724
0.9%
357
405
0.5%
356
342
0.4%
355
333
0.4%
354
341
0.4%
353
321
0.4%
352
340
0.4%
351
321
0.4%
number_of_reviews
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

number_of_reviews_ltm
0.73
reviews_per_month
0.55
number_of_reviews_l30d
0.49
Unnamed: 0
-0.22
availability_30
-0.19
host_acceptance_rate
0.17
availability_60
-0.16
minimum_minimum_nights
-0.16
amount_of_amenities
0.16
minimum_nights_avg_ntm
-0.16
maximum_minimum_nights
-0.14
minimum_nights
-0.13
availability_90
-0.13
distance_to_city_center
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_is_superhost
0.24
city
0.22
host_response_time
0.20
barcelona
0.17
istanbul
0.13
berlin
0.11
host_has_profile_pic
0.09
instant_bookable
0.08
bathrooms_text
0.08
london
0.06
host_identity_verified
0.06
oslo
0.05
has_availability
0.05
room_type
0.04
MOST FREQUENT VALUES

0
21,534
26.6%
1
6,632
8.2%
2
4,385
5.4%
3
3,354
4.1%
4
2,605
3.2%
5
2,279
2.8%
6
1,956
2.4%
7
1,720
2.1%
8
1,476
1.8%
9
1,443
1.8%
10
1,293
1.6%
11
1,221
1.5%
12
1,038
1.3%
14
968
1.2%
13
954
1.2%
SMALLEST VALUES

0
21,534
26.6%
1
6,632
8.2%
2
4,385
5.4%
3
3,354
4.1%
4
2,605
3.2%
5
2,279
2.8%
6
1,956
2.4%
7
1,720
2.1%
8
1,476
1.8%
9
1,443
1.8%
10
1,293
1.6%
11
1,221
1.5%
12
1,038
1.3%
13
954
1.2%
14
968
1.2%
LARGEST VALUES

2753
1
<0.1%
2453
1
<0.1%
2138
1
<0.1%
2132
1
<0.1%
1682
1
<0.1%
1523
1
<0.1%
1432
1
<0.1%
1421
1
<0.1%
1419
1
<0.1%
1326
1
<0.1%
1323
1
<0.1%
1288
1
<0.1%
1254
1
<0.1%
1248
1
<0.1%
1208
1
<0.1%
number_of_reviews_ltm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

reviews_per_month
0.80
number_of_reviews_l30d
0.76
number_of_reviews
0.73
host_acceptance_rate
0.22
minimum_minimum_nights
-0.22
minimum_nights_avg_ntm
-0.21
amount_of_amenities
0.20
availability_30
-0.19
maximum_minimum_nights
-0.19
minimum_nights
-0.18
Unnamed: 0
-0.15
availability_60
-0.15
host_response_rate
0.14
distance_to_city_center
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_response_time
0.28
host_is_superhost
0.27
city
0.17
instant_bookable
0.14
barcelona
0.13
istanbul
0.11
host_has_profile_pic
0.09
berlin
0.08
bathrooms_text
0.07
has_availability
0.06
host_identity_verified
0.06
london
0.04
oslo
0.03
room_type
0.02
MOST FREQUENT VALUES

0
29,650
36.6%
1
7,833
9.7%
2
5,086
6.3%
3
3,941
4.9%
4
3,080
3.8%
5
2,563
3.2%
6
2,149
2.7%
7
1,777
2.2%
8
1,603
2.0%
9
1,457
1.8%
11
1,205
1.5%
10
1,199
1.5%
12
1,015
1.3%
13
948
1.2%
14
905
1.1%
SMALLEST VALUES

0
29,650
36.6%
1
7,833
9.7%
2
5,086
6.3%
3
3,941
4.9%
4
3,080
3.8%
5
2,563
3.2%
6
2,149
2.7%
7
1,777
2.2%
8
1,603
2.0%
9
1,457
1.8%
10
1,199
1.5%
11
1,205
1.5%
12
1,015
1.3%
13
948
1.2%
14
905
1.1%
LARGEST VALUES

1287
1
<0.1%
856
1
<0.1%
521
1
<0.1%
520
1
<0.1%
499
1
<0.1%
471
1
<0.1%
390
1
<0.1%
386
1
<0.1%
366
2
<0.1%
364
1
<0.1%
356
2
<0.1%
339
1
<0.1%
328
1
<0.1%
325
1
<0.1%
317
1
<0.1%
number_of_reviews_l30d
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

number_of_reviews_ltm
0.76
reviews_per_month
0.75
number_of_reviews
0.49
minimum_minimum_nights
-0.21
minimum_nights_avg_ntm
-0.20
host_acceptance_rate
0.19
maximum_minimum_nights
-0.18
minimum_nights
-0.18
availability_30
-0.16
amount_of_amenities
0.15
host_response_rate
0.13
availability_60
-0.13
availability_365
-0.10
availability_90
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_response_time
0.26
host_is_superhost
0.20
city
0.14
instant_bookable
0.13
barcelona
0.10
istanbul
0.08
berlin
0.07
host_has_profile_pic
0.06
bathrooms_text
0.06
oslo
0.05
has_availability
0.05
host_identity_verified
0.04
london
0.02
room_type
0.02
MOST FREQUENT VALUES

0
54,772
67.6%
1
11,156
13.8%
2
6,328
7.8%
3
3,887
4.8%
4
2,125
2.6%
5
1,272
1.6%
6
656
0.8%
7
326
0.4%
8
192
0.2%
9
87
0.1%
10
70
<0.1%
11
44
<0.1%
12
35
<0.1%
17
16
<0.1%
13
15
<0.1%
SMALLEST VALUES

0
54,772
67.6%
1
11,156
13.8%
2
6,328
7.8%
3
3,887
4.8%
4
2,125
2.6%
5
1,272
1.6%
6
656
0.8%
7
326
0.4%
8
192
0.2%
9
87
0.1%
10
70
<0.1%
11
44
<0.1%
12
35
<0.1%
13
15
<0.1%
14
8
<0.1%
LARGEST VALUES

172
1
<0.1%
88
1
<0.1%
74
1
<0.1%
52
1
<0.1%
49
1
<0.1%
48
1
<0.1%
45
1
<0.1%
43
1
<0.1%
37
1
<0.1%
36
1
<0.1%
35
2
<0.1%
34
1
<0.1%
33
4
<0.1%
31
1
<0.1%
29
3
<0.1%
first_review
MISSING:
21,534
(27%)
234
<1%
-
-
2024-06-30
195
<1%
-
-
2024-01-01
167
<1%
-
-
2024-08-18
155
<1%
-
-
2024-06-23
153
<1%
-
-
2024-07-07
151
<1%
-
-
2024-04-21
140
<1%
-
-
2024-05-12
137
<1%
-
-
2024-07-15
134
<1%
-
-
2024-04-14
134
<1%
-
-
2023-07-02
132
<1%
-
-
2024-05-05
131
<1%
-
-
2024-07-14
129
<1%
-
-
2024-05-26
126
<1%
-
-
2024-07-28
126
<1%
-
-
2024-08-04
124
<1%
-
-
2023-07-09
124
<1%
-
-
2024-08-11
122
<1%
-
-
2024-06-16
120
<1%
-
-
2024-06-09
116
<1%
-
-
2024-05-19
115
<1%
-
-
2024-04-28
113
<1%
-
-
2023-06-11
113
<1%
-
-
2024-07-31
111
<1%
-
-
2024-07-21
108
<1%
-
-
2023-01-01
107
<1%
-
-
2024-01-02
106
<1%
-
-
2024-06-02
106
<1%
-
-
2024-08-01
106
<1%
-
-
2024-08-25
105
<1%
-
-
2024-03-31
105
<1%
-
-
2023-10-01
104
<1%
-
-
2024-07-01
104
<1%
-
-
2024-08-19
103
<1%
-
-
2023-05-21
102
<1%
-
-
2024-08-03
99
<1%
-
-
2024-08-12
96
<1%
-
-
2023-05-01
96
<1%
-
-
2023-01-02
95
<1%
-
-
2023-07-30
94
<1%
-
-
2024-06-29
94
<1%
-
-
2024-05-06
94
<1%
-
-
2024-08-02
93
<1%
-
-
2023-10-15
93
<1%
-
-
2024-08-15
92
<1%
-
-
2023-08-13
92
<1%
-
-
2024-08-16
92
<1%
-
-
2024-07-05
91
<1%
-
-
2023-07-16
91
<1%
-
-
2024-09-01
91
<1%
-
-
2024-04-22
90
<1%
-
-
2024-03-10
90
<1%
-
-
2023-04-30
89
<1%
-
-
2023-07-03
89
<1%
-
-
2024-04-07
88
<1%
-
-
2024-06-22
88
<1%
-
-
2024-08-17
88
<1%
-
-
2023-09-17
88
<1%
-
-
2023-06-25
86
<1%
-
-
2024-05-27
86
<1%
-
-
2024-05-20
52,789
89%
-
-
(Other)
last_review
MISSING:
21,534
(27%)
1,205
2%
-
-
2024-09-01
1,200
2%
-
-
2024-08-18
967
2%
-
-
2024-08-25
958
2%
-
-
2024-08-19
868
1%
-
-
2024-08-23
858
1%
-
-
2024-08-31
841
1%
-
-
2024-08-26
807
1%
-
-
2024-08-20
797
1%
-
-
2024-09-02
786
1%
-
-
2024-09-15
776
1%
-
-
2024-08-21
769
1%
-
-
2024-08-22
693
1%
-
-
2024-08-27
682
1%
-
-
2024-08-30
649
1%
-
-
2024-08-17
613
1%
-
-
2024-09-03
602
1%
-
-
2024-08-11
585
<1%
-
-
2024-09-08
581
<1%
-
-
2024-09-04
570
<1%
-
-
2024-08-28
569
<1%
-
-
2024-08-16
557
<1%
-
-
2024-08-29
538
<1%
-
-
2024-08-24
537
<1%
-
-
2024-09-09
537
<1%
-
-
2024-09-05
498
<1%
-
-
2024-08-15
487
<1%
-
-
2024-09-22
474
<1%
-
-
2024-09-13
455
<1%
-
-
2024-08-12
455
<1%
-
-
2024-09-14
442
<1%
-
-
2024-09-06
429
<1%
-
-
2024-09-16
400
<1%
-
-
2024-07-31
399
<1%
-
-
2024-09-23
394
<1%
-
-
2024-08-09
385
<1%
-
-
2024-08-04
380
<1%
-
-
2024-07-28
380
<1%
-
-
2024-08-13
374
<1%
-
-
2024-07-14
364
<1%
-
-
2024-08-14
350
<1%
-
-
2024-09-12
349
<1%
-
-
2024-06-30
347
<1%
-
-
2024-08-03
346
<1%
-
-
2024-07-15
332
<1%
-
-
2024-08-05
331
<1%
-
-
2024-08-10
326
<1%
-
-
2024-08-01
325
<1%
-
-
2024-08-02
321
<1%
-
-
2024-09-10
313
<1%
-
-
2024-09-11
310
<1%
-
-
2024-07-21
304
<1%
-
-
2024-08-08
292
<1%
-
-
2024-07-07
288
<1%
-
-
2024-09-24
287
<1%
-
-
2024-07-29
282
<1%
-
-
2024-09-21
270
<1%
-
-
2024-07-30
269
<1%
-
-
2024-09-17
269
<1%
-
-
2024-08-07
269
<1%
-
-
2024-08-06
28,491
48%
-
-
(Other)
review_scores_rating
MISSING:
21,534
(27%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

review_scores_accuracy
0.88
review_scores_value
0.88
review_scores_cleanliness
0.83
review_scores_communication
0.81
review_scores_checkin
0.77
review_scores_location
0.67
amount_of_amenities
0.18
average_review_length
-0.16
latitude
0.15
availability_30
-0.11
calculated_host_listings_count
-0.11
availability_60
-0.11
calculated_host_listings_count_private_rooms
-0.11
availability_90
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_response_time
0.34
host_is_superhost
0.27
host_has_profile_pic
0.19
has_availability
0.19
city
0.16
istanbul
0.16
bathrooms_text
0.10
room_type
0.09
london
0.06
instant_bookable
0.05
oslo
0.05
berlin
0.05
barcelona
0.05
host_identity_verified
0.04
MOST FREQUENT VALUES

5.0
15,895
26.7%
4.0
2,006
3.4%
4.5
1,891
3.2%
4.67
1,681
2.8%
4.75
1,365
2.3%
4.8
1,249
2.1%
4.83
1,225
2.1%
4.86
1,106
1.9%
4.88
1,105
1.9%
4.89
985
1.7%
4.92
882
1.5%
4.9
854
1.4%
4.94
820
1.4%
4.91
816
1.4%
4.93
775
1.3%
SMALLEST VALUES

0.0
2
<0.1%
1.0
409
0.7%
1.33
2
<0.1%
1.5
14
<0.1%
1.67
2
<0.1%
1.8
1
<0.1%
2.0
209
0.4%
2.17
1
<0.1%
2.25
3
<0.1%
2.33
19
<0.1%
2.4
2
<0.1%
2.5
86
0.1%
2.6
7
<0.1%
2.63
1
<0.1%
2.67
33
<0.1%
LARGEST VALUES

5.0
15,895
26.7%
4.99
116
0.2%
4.98
322
0.5%
4.97
460
0.8%
4.96
609
1.0%
4.95
737
1.2%
4.94
820
1.4%
4.93
775
1.3%
4.92
882
1.5%
4.91
816
1.4%
4.9
854
1.4%
4.89
985
1.7%
4.88
1,105
1.9%
4.87
645
1.1%
4.86
1,106
1.9%
review_scores_accuracy
MISSING:
21,539
(27%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

review_scores_rating
0.88
review_scores_value
0.84
review_scores_cleanliness
0.79
review_scores_communication
0.76
review_scores_checkin
0.73
review_scores_location
0.66
amount_of_amenities
0.16
average_review_length
-0.15
latitude
0.14
availability_30
-0.12
availability_60
-0.12
availability_90
-0.11
availability_365
-0.11
calculated_host_listings_count_private_rooms
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_response_time
0.34
host_is_superhost
0.26
host_has_profile_pic
0.19
has_availability
0.19
city
0.16
istanbul
0.16
bathrooms_text
0.10
room_type
0.09
london
0.06
instant_bookable
0.06
oslo
0.05
barcelona
0.05
berlin
0.05
host_identity_verified
0.04
MOST FREQUENT VALUES

5.0
16,582
27.9%
4.0
1,839
3.1%
4.5
1,742
2.9%
4.67
1,538
2.6%
4.83
1,329
2.2%
4.8
1,327
2.2%
4.75
1,323
2.2%
4.88
1,281
2.2%
4.86
1,216
2.0%
4.89
1,122
1.9%
4.92
1,073
1.8%
4.9
1,062
1.8%
4.93
1,014
1.7%
4.91
968
1.6%
4.94
942
1.6%
SMALLEST VALUES

0.0
1
<0.1%
1.0
385
0.6%
1.33
3
<0.1%
1.5
8
<0.1%
1.67
2
<0.1%
2.0
204
0.3%
2.17
1
<0.1%
2.2
1
<0.1%
2.25
1
<0.1%
2.33
24
<0.1%
2.38
1
<0.1%
2.4
3
<0.1%
2.44
1
<0.1%
2.5
64
0.1%
2.6
6
<0.1%
LARGEST VALUES

5.0
16,582
27.9%
4.99
126
0.2%
4.98
409
0.7%
4.97
596
1.0%
4.96
788
1.3%
4.95
859
1.4%
4.94
942
1.6%
4.93
1,014
1.7%
4.92
1,073
1.8%
4.91
968
1.6%
4.9
1,062
1.8%
4.89
1,122
1.9%
4.88
1,281
2.2%
4.87
692
1.2%
4.86
1,216
2.0%
review_scores_cleanliness
MISSING:
21,538
(27%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

review_scores_rating
0.83
review_scores_accuracy
0.79
review_scores_value
0.77
review_scores_communication
0.68
review_scores_checkin
0.66
review_scores_location
0.60
amount_of_amenities
0.18
availability_30
-0.12
latitude
0.12
availability_60
-0.11
average_review_length
-0.11
host_response_rate
0.10
Unnamed: 0
-0.10
availability_90
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_response_time
0.35
host_is_superhost
0.27
host_has_profile_pic
0.19
has_availability
0.19
city
0.17
istanbul
0.17
bathrooms_text
0.10
room_type
0.09
instant_bookable
0.06
london
0.06
barcelona
0.05
oslo
0.05
berlin
0.05
host_identity_verified
0.04
MOST FREQUENT VALUES

5.0
14,671
24.6%
4.0
2,248
3.8%
4.5
2,066
3.5%
4.67
1,761
3.0%
4.75
1,363
2.3%
4.83
1,204
2.0%
4.8
1,157
1.9%
4.88
1,081
1.8%
4.86
1,032
1.7%
4.89
963
1.6%
4.92
859
1.4%
4.9
836
1.4%
4.33
832
1.4%
4.71
806
1.4%
4.91
774
1.3%
SMALLEST VALUES

0.0
1
<0.1%
1.0
377
0.6%
1.33
1
<0.1%
1.5
23
<0.1%
1.67
4
<0.1%
1.83
1
<0.1%
2.0
224
0.4%
2.2
3
<0.1%
2.25
5
<0.1%
2.33
29
<0.1%
2.38
1
<0.1%
2.4
2
<0.1%
2.5
92
0.2%
2.6
8
<0.1%
2.67
28
<0.1%
LARGEST VALUES

5.0
14,671
24.6%
4.99
150
0.3%
4.98
385
0.6%
4.97
495
0.8%
4.96
593
1.0%
4.95
669
1.1%
4.94
741
1.2%
4.93
772
1.3%
4.92
859
1.4%
4.91
774
1.3%
4.9
836
1.4%
4.89
963
1.6%
4.88
1,081
1.8%
4.87
556
0.9%
4.86
1,032
1.7%
review_scores_checkin
MISSING:
21,540
(27%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

review_scores_communication
0.79
review_scores_rating
0.77
review_scores_accuracy
0.73
review_scores_value
0.72
review_scores_cleanliness
0.66
review_scores_location
0.61
amount_of_amenities
0.14
average_review_length
-0.13
calculated_host_listings_count
-0.12
calculated_host_listings_count_private_rooms
-0.11
host_listings_count
-0.10
latitude
0.10
availability_30
-0.09
calculated_host_listings_count_entire_homes
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_response_time
0.34
host_is_superhost
0.25
host_has_profile_pic
0.19
has_availability
0.19
city
0.16
istanbul
0.16
bathrooms_text
0.10
room_type
0.09
instant_bookable
0.06
london
0.06
barcelona
0.05
berlin
0.04
oslo
0.04
host_identity_verified
0.04
MOST FREQUENT VALUES

5.0
19,925
33.5%
4.88
1,507
2.5%
4.5
1,377
2.3%
4.0
1,355
2.3%
4.93
1,334
2.2%
4.92
1,328
2.2%
4.94
1,311
2.2%
4.67
1,299
2.2%
4.83
1,299
2.2%
4.89
1,262
2.1%
4.95
1,259
2.1%
4.9
1,252
2.1%
4.86
1,231
2.1%
4.8
1,225
2.1%
4.91
1,213
2.0%
SMALLEST VALUES

0.0
1
<0.1%
1.0
354
0.6%
1.25
1
<0.1%
1.33
3
<0.1%
1.5
7
<0.1%
1.67
2
<0.1%
1.8
2
<0.1%
2.0
121
0.2%
2.2
1
<0.1%
2.25
1
<0.1%
2.33
19
<0.1%
2.4
1
<0.1%
2.42
1
<0.1%
2.5
58
<0.1%
2.6
1
<0.1%
LARGEST VALUES

5.0
19,925
33.5%
4.99
276
0.5%
4.98
648
1.1%
4.97
891
1.5%
4.96
1,186
2.0%
4.95
1,259
2.1%
4.94
1,311
2.2%
4.93
1,334
2.2%
4.92
1,328
2.2%
4.91
1,213
2.0%
4.9
1,252
2.1%
4.89
1,262
2.1%
4.88
1,507
2.5%
4.87
788
1.3%
4.86
1,231
2.1%
review_scores_communication
MISSING:
21,537
(27%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

review_scores_rating
0.81
review_scores_checkin
0.79
review_scores_accuracy
0.76
review_scores_value
0.76
review_scores_cleanliness
0.68
review_scores_location
0.61
amount_of_amenities
0.16
average_review_length
-0.15
calculated_host_listings_count
-0.12
latitude
0.11
calculated_host_listings_count_private_rooms
-0.11
host_listings_count
-0.11
host_response_rate
0.10
calculated_host_listings_count_entire_homes
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_response_time
0.34
host_is_superhost
0.26
host_has_profile_pic
0.19
has_availability
0.19
city
0.16
istanbul
0.16
bathrooms_text
0.10
room_type
0.09
instant_bookable
0.06
london
0.06
barcelona
0.05
oslo
0.05
berlin
0.04
host_identity_verified
0.04
MOST FREQUENT VALUES

5.0
22,589
37.9%
4.94
1,361
2.3%
4.95
1,355
2.3%
4.96
1,337
2.2%
4.93
1,284
2.2%
4.92
1,274
2.1%
4.0
1,226
2.1%
4.5
1,219
2.0%
4.88
1,201
2.0%
4.9
1,175
2.0%
4.67
1,146
1.9%
4.91
1,129
1.9%
4.97
1,109
1.9%
4.89
1,094
1.8%
4.86
1,093
1.8%
SMALLEST VALUES

0.0
1
<0.1%
1.0
362
0.6%
1.33
1
<0.1%
1.5
12
<0.1%
1.67
1
<0.1%
1.8
2
<0.1%
2.0
140
0.2%
2.33
22
<0.1%
2.4
2
<0.1%
2.5
51
<0.1%
2.6
4
<0.1%
2.63
2
<0.1%
2.67
14
<0.1%
2.75
8
<0.1%
2.8
4
<0.1%
LARGEST VALUES

5.0
22,589
37.9%
4.99
462
0.8%
4.98
994
1.7%
4.97
1,109
1.9%
4.96
1,337
2.2%
4.95
1,355
2.3%
4.94
1,361
2.3%
4.93
1,284
2.2%
4.92
1,274
2.1%
4.91
1,129
1.9%
4.9
1,175
2.0%
4.89
1,094
1.8%
4.88
1,201
2.0%
4.87
652
1.1%
4.86
1,093
1.8%
review_scores_location
MISSING:
21,539
(27%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

review_scores_rating
0.67
review_scores_value
0.66
review_scores_accuracy
0.66
review_scores_checkin
0.61
review_scores_communication
0.61
review_scores_cleanliness
0.60
Unnamed: 0
-0.12
availability_30
-0.10
availability_60
-0.10
amount_of_amenities
0.10
latitude
0.10
availability_90
-0.10
distance_to_city_center
-0.08
aesthetic_score
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_response_time
0.34
host_is_superhost
0.25
has_availability
0.19
host_has_profile_pic
0.19
city
0.17
istanbul
0.16
bathrooms_text
0.09
room_type
0.09
instant_bookable
0.07
barcelona
0.06
london
0.06
oslo
0.05
berlin
0.04
host_identity_verified
0.04
MOST FREQUENT VALUES

5.0
16,170
27.2%
4.5
1,921
3.2%
4.0
1,778
3.0%
4.67
1,737
2.9%
4.75
1,530
2.6%
4.8
1,458
2.4%
4.83
1,416
2.4%
4.88
1,348
2.3%
4.86
1,325
2.2%
4.89
1,189
2.0%
4.92
1,118
1.9%
4.9
1,085
1.8%
4.91
1,048
1.8%
4.93
1,019
1.7%
4.94
953
1.6%
SMALLEST VALUES

0.0
1
<0.1%
1.0
244
0.4%
1.33
1
<0.1%
1.5
4
<0.1%
2.0
113
0.2%
2.25
1
<0.1%
2.33
16
<0.1%
2.4
2
<0.1%
2.5
42
<0.1%
2.6
1
<0.1%
2.63
1
<0.1%
2.67
18
<0.1%
2.75
8
<0.1%
2.8
3
<0.1%
2.9
1
<0.1%
LARGEST VALUES

5.0
16,170
27.2%
4.99
119
0.2%
4.98
381
0.6%
4.97
584
1.0%
4.96
695
1.2%
4.95
884
1.5%
4.94
953
1.6%
4.93
1,019
1.7%
4.92
1,118
1.9%
4.91
1,048
1.8%
4.9
1,085
1.8%
4.89
1,189
2.0%
4.88
1,348
2.3%
4.87
738
1.2%
4.86
1,325
2.2%
review_scores_value
MISSING:
21,539
(27%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

review_scores_rating
0.88
review_scores_accuracy
0.84
review_scores_cleanliness
0.77
review_scores_communication
0.76
review_scores_checkin
0.72
review_scores_location
0.66
amount_of_amenities
0.16
average_review_length
-0.16
latitude
0.14
calculated_host_listings_count
-0.13
calculated_host_listings_count_private_rooms
-0.11
host_listings_count
-0.11
calculated_host_listings_count_entire_homes
-0.11
availability_365
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_response_time
0.34
host_is_superhost
0.27
host_has_profile_pic
0.19
has_availability
0.19
city
0.15
istanbul
0.15
bathrooms_text
0.10
room_type
0.08
london
0.06
oslo
0.06
instant_bookable
0.05
berlin
0.04
host_identity_verified
0.04
barcelona
0.03
MOST FREQUENT VALUES

5.0
11,682
19.6%
4.0
2,472
4.2%
4.5
2,401
4.0%
4.67
2,112
3.5%
4.75
1,683
2.8%
4.8
1,342
2.3%
4.83
1,145
1.9%
4.71
994
1.7%
4.86
954
1.6%
4.33
951
1.6%
4.6
927
1.6%
3.0
846
1.4%
4.88
822
1.4%
4.78
763
1.3%
4.73
755
1.3%
SMALLEST VALUES

0.0
1
<0.1%
1.0
443
0.7%
1.33
2
<0.1%
1.5
15
<0.1%
1.67
3
<0.1%
1.8
3
<0.1%
1.83
1
<0.1%
2.0
249
0.4%
2.2
3
<0.1%
2.25
3
<0.1%
2.33
31
<0.1%
2.38
1
<0.1%
2.4
7
<0.1%
2.5
100
0.2%
2.58
1
<0.1%
LARGEST VALUES

5.0
11,682
19.6%
4.99
11
<0.1%
4.98
52
<0.1%
4.97
128
0.2%
4.96
199
0.3%
4.95
270
0.5%
4.94
357
0.6%
4.93
454
0.8%
4.92
516
0.9%
4.91
471
0.8%
4.9
599
1.0%
4.89
708
1.2%
4.88
822
1.4%
4.87
426
0.7%
4.86
954
1.6%
instant_bookable
MISSING:
---
TOP CATEGORIES

f
53,883
66%
t
27,183
34%
ALL
81,066
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
instant_bookable
PROVIDES INFORMATION ON...

has_availability
0.06
oslo
0.06
host_response_time
0.06
city
0.01
host_identity_verified
0.01
barcelona
0.01
host_has_profile_pic
0.01
room_type
0.01
bathrooms_text
0.01
istanbul
0.00
host_is_superhost
0.00
berlin
0.00
london
0.00

THESE FEATURES
GIVE INFORMATION
ON instant_bookable:

host_response_time
0.11
city
0.03
oslo
0.03
bathrooms_text
0.01
has_availability
0.01
room_type
0.01
barcelona
0.00
host_identity_verified
0.00
host_has_profile_pic
0.00
istanbul
0.00
host_is_superhost
0.00
berlin
0.00
london
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
instant_bookable
CORRELATION RATIO WITH...

host_acceptance_rate
0.38
reviews_per_month
0.16
latitude
0.15
host_response_rate
0.14
number_of_reviews_ltm
0.14
number_of_reviews_l30d
0.13
host_profile_pic_male_or_female
0.12
host_listings_count
0.11
minimum_minimum_nights
0.10
aesthetic_score
0.10
maximum_nights
0.09
host_total_listings_count
0.09
calculated_host_listings_count_entire_homes
0.09
Unnamed: 0
0.09
calculated_host_listings_count
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

calculated_host_listings_count_entire_homes
0.95
host_listings_count
0.70
host_total_listings_count
0.47
calculated_host_listings_count_private_rooms
0.30
maximum_minimum_nights
0.16
host_profile_pic_professionality
0.16
review_scores_value
-0.13
latitude
-0.13
review_scores_communication
-0.12
review_scores_checkin
-0.12
maximum_nights
0.11
review_scores_rating
-0.11
host_profile_pic_people_visible
0.10
host_profile_pic_male_or_female
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

city
0.18
barcelona
0.16
bathrooms_text
0.15
host_response_time
0.14
room_type
0.11
oslo
0.10
instant_bookable
0.08
has_availability
0.04
berlin
0.04
london
0.03
host_is_superhost
0.03
host_has_profile_pic
0.03
host_identity_verified
0.02
istanbul
0.01
MOST FREQUENT VALUES

1
29,395
36.3%
2
8,754
10.8%
3
5,038
6.2%
4
3,763
4.6%
5
2,938
3.6%
6
2,414
3.0%
7
2,029
2.5%
8
1,746
2.2%
9
1,460
1.8%
10
1,235
1.5%
11
1,194
1.5%
12
1,185
1.5%
13
984
1.2%
15
736
0.9%
20
714
0.9%
SMALLEST VALUES

1
29,395
36.3%
2
8,754
10.8%
3
5,038
6.2%
4
3,763
4.6%
5
2,938
3.6%
6
2,414
3.0%
7
2,029
2.5%
8
1,746
2.2%
9
1,460
1.8%
10
1,235
1.5%
11
1,194
1.5%
12
1,185
1.5%
13
984
1.2%
14
694
0.9%
15
736
0.9%
LARGEST VALUES

468
395
0.5%
438
154
0.2%
437
388
0.5%
404
133
0.2%
365
200
0.2%
302
285
0.4%
274
13
<0.1%
259
77
<0.1%
233
155
0.2%
226
71
<0.1%
210
45
<0.1%
209
206
0.3%
200
60
<0.1%
196
196
0.2%
191
183
0.2%
calculated_host_listings_count_entire_homes
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

calculated_host_listings_count
0.95
host_listings_count
0.68
host_total_listings_count
0.46
maximum_minimum_nights
0.17
host_profile_pic_professionality
0.16
maximum_nights
0.12
latitude
-0.11
review_scores_value
-0.11
host_profile_pic_male_or_female
0.11
host_profile_pic_people_visible
0.10
review_scores_communication
-0.09
review_scores_checkin
-0.09
review_scores_rating
-0.08
host_profile_pic_setting_indoor_outdoor
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

room_type
0.18
bathrooms_text
0.17
host_response_time
0.15
city
0.14
barcelona
0.12
oslo
0.09
instant_bookable
0.09
has_availability
0.03
host_identity_verified
0.03
berlin
0.03
london
0.03
host_has_profile_pic
0.02
host_is_superhost
0.01
istanbul
0.00
MOST FREQUENT VALUES

1
24,555
30.3%
0
18,019
22.2%
2
5,484
6.8%
3
3,508
4.3%
4
2,640
3.3%
5
2,091
2.6%
6
1,574
1.9%
7
1,542
1.9%
9
1,330
1.6%
8
1,324
1.6%
12
911
1.1%
11
893
1.1%
10
885
1.1%
13
671
0.8%
19
596
0.7%
SMALLEST VALUES

0
18,019
22.2%
1
24,555
30.3%
2
5,484
6.8%
3
3,508
4.3%
4
2,640
3.3%
5
2,091
2.6%
6
1,574
1.9%
7
1,542
1.9%
8
1,324
1.6%
9
1,330
1.6%
10
885
1.1%
11
893
1.1%
12
911
1.1%
13
671
0.8%
14
463
0.6%
LARGEST VALUES

462
395
0.5%
438
154
0.2%
437
388
0.5%
404
133
0.2%
302
285
0.4%
270
13
<0.1%
259
77
<0.1%
233
155
0.2%
226
71
<0.1%
210
45
<0.1%
209
206
0.3%
196
196
0.2%
191
183
0.2%
178
79
<0.1%
169
169
0.2%
calculated_host_listings_count_private_rooms
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

calculated_host_listings_count
0.30
host_listings_count
0.15
accommodates
-0.12
review_scores_value
-0.11
review_scores_communication
-0.11
review_scores_checkin
-0.11
review_scores_rating
-0.11
review_scores_accuracy
-0.10
amount_of_amenities
-0.10
host_total_listings_count
0.09
review_scores_cleanliness
-0.08
latitude
-0.08
availability_60
-0.08
availability_30
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

room_type
0.21
bathrooms_text
0.20
city
0.16
barcelona
0.16
host_response_time
0.13
host_is_superhost
0.06
oslo
0.05
istanbul
0.05
berlin
0.04
london
0.03
host_identity_verified
0.03
has_availability
0.02
host_has_profile_pic
0.01
instant_bookable
0.01
MOST FREQUENT VALUES

0
51,604
63.7%
1
12,005
14.8%
2
4,321
5.3%
3
2,664
3.3%
4
1,829
2.3%
6
1,596
2.0%
5
1,163
1.4%
7
844
1.0%
8
566
0.7%
9
481
0.6%
10
419
0.5%
11
328
0.4%
14
250
0.3%
12
248
0.3%
356
200
0.2%
SMALLEST VALUES

0
51,604
63.7%
1
12,005
14.8%
2
4,321
5.3%
3
2,664
3.3%
4
1,829
2.3%
5
1,163
1.4%
6
1,596
2.0%
7
844
1.0%
8
566
0.7%
9
481
0.6%
10
419
0.5%
11
328
0.4%
12
248
0.3%
13
166
0.2%
14
250
0.3%
LARGEST VALUES

356
200
0.2%
136
130
0.2%
117
44
<0.1%
107
10
<0.1%
102
71
<0.1%
82
112
0.1%
74
47
<0.1%
71
20
<0.1%
66
67
<0.1%
63
10
<0.1%
62
63
<0.1%
61
21
<0.1%
60
36
<0.1%
57
56
<0.1%
53
36
<0.1%
calculated_host_listings_count_shared_rooms
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

beds
0.07
average_review_length
-0.04
amount_of_amenities
-0.04
host_profile_pic_setting_indoor_outdoor
0.03
number_of_reviews
0.03
Unnamed: 0
-0.03
bedrooms
-0.03
host_profile_pic_people_visible
-0.03
host_profile_pic_professionality
-0.03
distance_to_city_center
-0.02
review_scores_location
-0.02
review_scores_rating
-0.02
calculated_host_listings_count_private_rooms
0.02
review_scores_communication
-0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

room_type
0.47
bathrooms_text
0.16
city
0.07
berlin
0.07
london
0.02
host_is_superhost
0.02
host_response_time
0.02
istanbul
0.02
oslo
0.02
instant_bookable
0.01
host_has_profile_pic
0.01
barcelona
0.01
host_identity_verified
0.00
has_availability
0.00
MOST FREQUENT VALUES

0
79,846
98.5%
1
639
0.8%
4
153
0.2%
2
114
0.1%
38
49
<0.1%
5
47
<0.1%
12
47
<0.1%
3
44
<0.1%
10
42
<0.1%
9
25
<0.1%
6
20
<0.1%
7
15
<0.1%
14
15
<0.1%
8
10
<0.1%
SMALLEST VALUES

0
79,846
98.5%
1
639
0.8%
2
114
0.1%
3
44
<0.1%
4
153
0.2%
5
47
<0.1%
6
20
<0.1%
7
15
<0.1%
8
10
<0.1%
9
25
<0.1%
10
42
<0.1%
12
47
<0.1%
14
15
<0.1%
38
49
<0.1%
LARGEST VALUES

38
49
<0.1%
14
15
<0.1%
12
47
<0.1%
10
42
<0.1%
9
25
<0.1%
8
10
<0.1%
7
15
<0.1%
6
20
<0.1%
5
47
<0.1%
4
153
0.2%
3
44
<0.1%
2
114
0.1%
1
639
0.8%
0
79,846
98.5%
reviews_per_month
MISSING:
21,534
(27%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

number_of_reviews_ltm
0.80
number_of_reviews_l30d
0.75
number_of_reviews
0.55
host_acceptance_rate
0.25
minimum_minimum_nights
-0.23
minimum_nights_avg_ntm
-0.21
maximum_minimum_nights
-0.20
minimum_nights
-0.18
host_response_rate
0.14
availability_30
-0.13
average_review_length
-0.10
distance_to_city_center
-0.10
review_scores_cleanliness
0.10
review_scores_value
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_response_time
0.32
host_is_superhost
0.24
instant_bookable
0.16
city
0.14
istanbul
0.11
barcelona
0.09
bathrooms_text
0.08
has_availability
0.08
host_has_profile_pic
0.07
berlin
0.07
host_identity_verified
0.05
oslo
0.02
room_type
0.02
london
0.01
MOST FREQUENT VALUES

1.0
1,452
2.4%
0.07
700
1.2%
0.08
696
1.2%
0.04
632
1.1%
0.06
582
1.0%
0.16
557
0.9%
0.05
556
0.9%
0.09
550
0.9%
0.11
545
0.9%
2.0
543
0.9%
0.12
543
0.9%
0.14
528
0.9%
0.17
515
0.9%
0.13
494
0.8%
0.21
488
0.8%
SMALLEST VALUES

0.01
129
0.2%
0.02
279
0.5%
0.03
435
0.7%
0.04
632
1.1%
0.05
556
0.9%
0.06
582
1.0%
0.07
700
1.2%
0.08
696
1.2%
0.09
550
0.9%
0.1
486
0.8%
0.11
545
0.9%
0.12
543
0.9%
0.13
494
0.8%
0.14
528
0.9%
0.15
485
0.8%
LARGEST VALUES

74.63
1
<0.1%
57.08
1
<0.1%
51.89
1
<0.1%
42.25
1
<0.1%
36.6
1
<0.1%
36.08
1
<0.1%
34.98
1
<0.1%
33.3
1
<0.1%
32.97
1
<0.1%
31.51
1
<0.1%
31.35
1
<0.1%
28.83
1
<0.1%
26.98
1
<0.1%
25.8
1
<0.1%
25.54
1
<0.1%
comments
MISSING:
---
21,534
27%
-
-
[]
31
<1%
-
-
['.']
13
<1%
-
-
['Good']
7
<1%
-
-
['Great place']
5
<1%
-
-
['👍']
4
<1%
-
-
['Great!']
4
<1%
-
-
['Nice']
4
<1%
-
-
['Teşekkürler']
4
<1%
-
-
['Great place to stay']
3
<1%
-
-
['Güzeldi']
3
<1%
-
-
['ok']
3
<1%
-
-
['Everything was very good']
3
<1%
-
-
['Ok']
3
<1%
-
-
['A']
3
<1%
-
-
['Todo perfecto']
3
<1%
-
-
['Great stay!']
3
<1%
-
-
['Great experience']
2
<1%
-
-
['Parfait']
2
<1%
-
-
['Good stay']
2
<1%
-
-
['Great']
2
<1%
-
-
['All good']
2
<1%
-
-
['iyiydi']
2
<1%
-
-
['👌']
2
<1%
-
-
['Great location!']
2
<1%
-
-
['Perfect']
2
<1%
-
-
['Teşekkürler.']
2
<1%
-
-
['super']
2
<1%
-
-
['♥️']
2
<1%
-
-
['Recommend']
2
<1%
-
-
['good stay']
2
<1%
-
-
['very nice']
2
<1%
-
-
['Very good place']
2
<1%
-
-
['Top!']
2
<1%
-
-
['Nice place']
2
<1%
-
-
['Great place.']
2
<1%
-
-
['Nice place.']
2
<1%
-
-
['Good place.']
2
<1%
-
-
['Very good']
2
<1%
-
-
['thank you']
2
<1%
-
-
['güzeldi']
2
<1%
-
-
['Teşekkür ederiz']
2
<1%
-
-
['Nice place to stay']
1
<1%
-
-
['Great place, well managed, excellent location. Hope to return', "From my reading Nell Gwynn have a handful of apartments in this building which they manage for private owners - for this visit we, as a couple, rented a 1 bedroom apartment. I know this area very well and the locatio
1
<1%
-
-
["Our stay at Valentine's place was fantastic. I give this space two thumbs up!", 'Our stay at Valentine’s place was superb. We loved the place, and he was so great. He was quick to give us a response when we had questions. So overall a really good host. Beautiful home, and neigh
1
<1%
-
-
['A very clean and quiet apartment with an amazing location!']
1
<1%
-
-
['Flat as pictured. Gets a nice cross breeze which is lovely in this hot weather. \nThere is some construction happening outside the front of the building. But the noise level was very minimal and all within business hours. \nNice team of porters. Had no issue leaving luggage with them pre chec
1
<1%
-
-
['I stayed at Neal’s the night before doing the London to Brighton bike ride which starts at Clapham Common, so the location was perfect.\nNeal was very fast on replaying to all queries pre-booking and check-in, which made the whole process hassle free. \nThe room and bathroom facilities were s
1
<1%
-
-
['Great service. Friendly and very responsive host.', 'A wonderful apartment, great communication from host and a brilliant location.', 'Beautiful place. Clean, warm and very well equipped, amazing location . Very grateful to have a wonderful accommodating host!! Thank you b
1
<1%
-
-
['Host canceled on me at 13:20 when my check in was at 16:00. I was on the train already. My whole trip was totally ruined.', 'Very nice and comfortable stay in Tsehay’s place. The room is very tastefully decorated and is sparkling clean. Location is great too. All in all very happy a
1
<1%
-
-
['very great apartment and facilities with a regents park view']
1
<1%
-
-
['Place was nice and clean. But I feel this is little bit expensive compared to other options available around the place. However, Marc was awesome and helped me to check in little earlier. Overall nice experience.', 'I had such a lovely time at Marc and Jacob! Really easy-going, both
1
<1%
-
-
['Good location. One minue walk to metro station, very safe place.']
1
<1%
-
-
["The house is very well located, walking distance from Highbury & Islington Station, shops, restaurants, but still very quiet. It's furnished with good taste, simple, full of light, well equipped and clean. Harry is a great host. He has been nice, always responsive and available. Defi
1
<1%
-
-
['We stayed during New Years. It was a nice stay with host. \nCigdem was available for anything that we needed. We had all the basic amenities in house. \nWe had some issues with the wifi reachability in the guest room. Apart from that everything was as expected.', 'Cigdem was extreme
1
<1%
-
-
['Maggie è una persona gentile e disponibile. è stato bello conoscerla']
1
<1%
-
-
['I stayed In The room on the ground floor. The room is big and the windows can open, so pretty good in terms of the personal space. Kitchen is just next door, with a thoughtful selection on herbal teas. There are a few rental rooms in the house. Being on the ground floor is a disadvantage, as
1
<1%
-
-
['lovely place to stay nice quiet area with access to London attractions with ease.', "Flat was brilliant, spotless, comfy beds and the most brilliant comfiest pillows and duvet, we almost didn't want to go out haha\nPerfect stay for Camden, and nottinghill, nothing was too far a
1
<1%
-
-
["We stayed in this place twice, the first stay was great. Accept one tinny little thing...we left our food in the cupboard, nothing special, but the next day the same food was on a table, with a note from the owner, saying that it's for everyone to share :)) The second time I booked a lar
1
<1%
-
-
['Perfect location for a partt', "Very clean and perfect located to go to the city and close to transfer to any airport. Suitable for friends and couples more than for families. Quite area 5' from Victoria. The owner, Jo is very kind and willing to help. She gave us a all informa
1
<1%
-
-
['My husband and I have just returned to Texas after an outstanding three week stay in Alice and Sam\'s very lovely and comfortable flat. They are kind and attentive hosts and communication was excellent prior to and throughout our stay. \nThe self check in process was super easy and we
59,368
73%
-
-
(Other)
distance_to_city_center
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Unnamed: 0
0.30
availability_30
0.24
availability_60
0.21
availability_90
0.19
minimum_minimum_nights
0.14
picture_url_setting_indoor_outdoor
-0.14
longitude
0.14
minimum_nights_avg_ntm
0.13
number_of_reviews_ltm
-0.12
number_of_reviews
-0.12
minimum_nights
0.12
availability_365
0.11
reviews_per_month
-0.10
maximum_minimum_nights
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

city
0.35
barcelona
0.29
istanbul
0.18
london
0.17
oslo
0.13
host_response_time
0.13
bathrooms_text
0.11
host_has_profile_pic
0.10
instant_bookable
0.08
room_type
0.06
host_is_superhost
0.06
has_availability
0.03
berlin
0.03
host_identity_verified
0.01
MOST FREQUENT VALUES

0.1283587122725697
88
0.1%
0.1283437162250845
83
0.1%
0.3079402195985847
61
<0.1%
0.0246776237610739
44
<0.1%
0.1252130094386945
41
<0.1%
0.128584854057985
36
<0.1%
0.1291157007809311
36
<0.1%
0.1284755954659397
31
<0.1%
0.0472057989398937
28
<0.1%
0.0115687980331462
25
<0.1%
0.079777500105052
20
<0.1%
0.0409620063918285
19
<0.1%
0.0276353329162047
18
<0.1%
0.0382379314804874
18
<0.1%
0.03198993134408
16
<0.1%
SMALLEST VALUES

0.0002341194378281
1
<0.1%
0.0002705084427285
1
<0.1%
0.0003280093377531
2
<0.1%
0.0003752855552109
1
<0.1%
0.0003885644713961
1
<0.1%
0.0003957138280056
1
<0.1%
0.0004406195885761
1
<0.1%
0.0004419455019153
1
<0.1%
0.0004462162803343
1
<0.1%
0.0004682231464583
1
<0.1%
0.0004855718097662
1
<0.1%
0.0004899691107514
1
<0.1%
0.0005238917404682
1
<0.1%
0.0006441803290904
1
<0.1%
0.000669552413404
1
<0.1%
LARGEST VALUES

0.9659916248677972
1
<0.1%
0.9577204477706012
1
<0.1%
0.9502057103472238
1
<0.1%
0.9473232653593984
1
<0.1%
0.9426585226219708
1
<0.1%
0.9270873514456726
1
<0.1%
0.9269802248370982
1
<0.1%
0.9242828579384532
1
<0.1%
0.9208716103402714
1
<0.1%
0.9013163660367997
1
<0.1%
0.9009092110950726
1
<0.1%
0.9008270472225912
1
<0.1%
0.9003895357899566
1
<0.1%
0.8998173959289371
1
<0.1%
0.8997808276331637
1
<0.1%
average_review_length
MISSING:
21,534
(27%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

review_scores_rating
-0.16
review_scores_value
-0.16
review_scores_accuracy
-0.15
review_scores_communication
-0.15
review_scores_checkin
-0.13
availability_60
-0.11
review_scores_cleanliness
-0.11
availability_90
-0.11
availability_30
-0.10
longitude
-0.10
reviews_per_month
-0.10
review_scores_location
-0.08
distance_to_city_center
-0.08
amount_of_amenities
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_response_time
0.22
host_is_superhost
0.17
city
0.17
istanbul
0.15
host_has_profile_pic
0.14
has_availability
0.13
room_type
0.11
barcelona
0.10
bathrooms_text
0.09
london
0.08
host_identity_verified
0.04
oslo
0.03
instant_bookable
0.00
berlin
0.00
MOST FREQUENT VALUES

1.0
247
0.4%
29.0
239
0.4%
21.0
231
0.4%
30.0
223
0.4%
24.0
216
0.4%
31.0
215
0.4%
12.0
215
0.4%
28.0
210
0.4%
2.0
210
0.4%
11.0
209
0.4%
27.0
209
0.4%
25.0
208
0.3%
13.0
206
0.3%
19.0
202
0.3%
18.0
202
0.3%
SMALLEST VALUES

0.0
1
<0.1%
0.5
1
<0.1%
1.0
247
0.4%
1.25
1
<0.1%
1.3333333333333333
2
<0.1%
1.5
11
<0.1%
1.6666666666666667
2
<0.1%
2.0
210
0.4%
2.25
1
<0.1%
2.333333333333333
4
<0.1%
2.4545454545454546
1
<0.1%
2.5
13
<0.1%
2.6666666666666665
2
<0.1%
3.0
137
0.2%
3.25
2
<0.1%
LARGEST VALUES

574.0
1
<0.1%
531.5
1
<0.1%
444.0
1
<0.1%
401.0
1
<0.1%
393.0
1
<0.1%
363.0
1
<0.1%
348.3333333333333
1
<0.1%
321.0
1
<0.1%
304.0
1
<0.1%
296.0
1
<0.1%
292.0
1
<0.1%
286.6666666666667
1
<0.1%
283.0
1
<0.1%
280.0
1
<0.1%
276.0
1
<0.1%
spelling_errors
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

longitude
0.11
minimum_minimum_nights
0.08
aesthetic_score
0.07
minimum_nights_avg_ntm
0.07
latitude
-0.07
minimum_nights
0.07
maximum_minimum_nights
0.07
distance_to_city_center
-0.05
maximum_nights
0.04
number_of_reviews
0.03
host_listings_count
-0.03
host_total_listings_count
-0.03
calculated_host_listings_count_entire_homes
-0.02
availability_365
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

city
0.16
london
0.15
istanbul
0.08
berlin
0.07
has_availability
0.04
bathrooms_text
0.04
barcelona
0.03
host_response_time
0.02
host_has_profile_pic
0.02
host_identity_verified
0.01
room_type
0.01
host_is_superhost
0.01
oslo
0.01
instant_bookable
0.00
MOST FREQUENT VALUES

0.0
38,206
47.1%
0.01
12,157
15.0%
0.02
10,314
12.7%
0.03
6,952
8.6%
0.04
4,629
5.7%
0.05
2,709
3.3%
0.06
1,792
2.2%
0.07
1,221
1.5%
0.08
776
1.0%
0.09
531
0.7%
0.1
385
0.5%
0.11
312
0.4%
0.12
236
0.3%
0.14
147
0.2%
0.13
114
0.1%
SMALLEST VALUES

0.0
38,206
47.1%
0.01
12,157
15.0%
0.02
10,314
12.7%
0.03
6,952
8.6%
0.04
4,629
5.7%
0.05
2,709
3.3%
0.06
1,792
2.2%
0.07
1,221
1.5%
0.08
776
1.0%
0.09
531
0.7%
0.1
385
0.5%
0.11
312
0.4%
0.12
236
0.3%
0.13
114
0.1%
0.14
147
0.2%
LARGEST VALUES

1.0
7
<0.1%
0.77
4
<0.1%
0.67
2
<0.1%
0.5
19
<0.1%
0.49
1
<0.1%
0.48
1
<0.1%
0.47
1
<0.1%
0.46
1
<0.1%
0.44
2
<0.1%
0.43
5
<0.1%
0.42
1
<0.1%
0.41
3
<0.1%
0.4
7
<0.1%
0.39
1
<0.1%
0.38
5
<0.1%
host_profile_pic_people_visible
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

host_profile_pic_professionality
0.37
host_profile_pic_quality
0.18
host_profile_pic_male_or_female
-0.18
Unnamed: 0
-0.15
aesthetic_score
-0.11
latitude
0.11
calculated_host_listings_count_entire_homes
0.10
calculated_host_listings_count
0.10
availability_90
-0.10
availability_60
-0.10
host_profile_pic_setting_indoor_outdoor
0.10
availability_30
-0.09
longitude
-0.09
host_listings_count
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_has_profile_pic
0.26
city
0.16
istanbul
0.12
oslo
0.10
host_response_time
0.10
bathrooms_text
0.08
instant_bookable
0.07
room_type
0.06
berlin
0.06
barcelona
0.05
host_identity_verified
0.04
has_availability
0.03
london
0.02
host_is_superhost
0.02
MOST FREQUENT VALUES

0.94189453125
4,822
5.9%
0.896484375
698
0.9%
0.80078125
679
0.8%
0.97265625
641
0.8%
0.63720703125
599
0.7%
0.8291015625
562
0.7%
0.73388671875
516
0.6%
0.63330078125
494
0.6%
0.7607421875
489
0.6%
0.79296875
485
0.6%
0.8857421875
477
0.6%
0.740234375
474
0.6%
0.7373046875
467
0.6%
0.77978515625
465
0.6%
0.70263671875
455
0.6%
SMALLEST VALUES

0.0078125
1
<0.1%
0.0084457397460937
3
<0.1%
0.0095596313476562
2
<0.1%
0.0114212036132812
1
<0.1%
0.0142822265625
1
<0.1%
0.0154266357421875
3
<0.1%
0.0161590576171875
2
<0.1%
0.01666259765625
1
<0.1%
0.0185394287109375
41
<0.1%
0.0203399658203125
3
<0.1%
0.0233306884765625
3
<0.1%
0.0247955322265625
4
<0.1%
0.026763916015625
2
<0.1%
0.0271759033203125
3
<0.1%
0.029754638671875
1
<0.1%
LARGEST VALUES

0.99365234375
1
<0.1%
0.9931640625
5
<0.1%
0.99169921875
6
<0.1%
0.9912109375
1
<0.1%
0.98974609375
4
<0.1%
0.9892578125
2
<0.1%
0.98876953125
4
<0.1%
0.98828125
36
<0.1%
0.98779296875
13
<0.1%
0.9873046875
2
<0.1%
0.98681640625
1
<0.1%
0.986328125
5
<0.1%
0.98583984375
2
<0.1%
0.9853515625
9
<0.1%
0.98486328125
30
<0.1%
host_profile_pic_male_or_female
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

latitude
-0.22
Unnamed: 0
0.19
aesthetic_score
0.19
host_profile_pic_people_visible
-0.18
longitude
0.15
availability_365
0.11
host_profile_pic_quality
0.11
calculated_host_listings_count_entire_homes
0.11
calculated_host_listings_count
0.10
availability_90
0.09
availability_60
0.09
minimum_minimum_nights
0.09
availability_30
0.08
maximum_minimum_nights
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

city
0.24
istanbul
0.19
oslo
0.18
host_has_profile_pic
0.15
instant_bookable
0.12
host_response_time
0.11
london
0.07
bathrooms_text
0.07
host_identity_verified
0.06
berlin
0.03
room_type
0.03
host_is_superhost
0.03
barcelona
0.02
has_availability
0.01
MOST FREQUENT VALUES

0.99462890625
5,752
7.1%
0.99853515625
3,321
4.1%
0.998046875
3,229
4.0%
0.99755859375
2,823
3.5%
0.9990234375
2,755
3.4%
0.9970703125
2,240
2.8%
0.99658203125
2,047
2.5%
0.99609375
1,519
1.9%
0.99951171875
1,372
1.7%
0.99560546875
1,118
1.4%
0.9951171875
957
1.2%
0.99365234375
811
1.0%
0.994140625
763
0.9%
0.9814453125
746
0.9%
0.9921875
730
0.9%
SMALLEST VALUES

0.184814453125
1
<0.1%
0.1993408203125
1
<0.1%
0.2337646484375
1
<0.1%
0.236572265625
3
<0.1%
0.248046875
1
<0.1%
0.2568359375
1
<0.1%
0.259765625
1
<0.1%
0.265869140625
1
<0.1%
0.26904296875
1
<0.1%
0.27197265625
2
<0.1%
0.275146484375
2
<0.1%
0.281494140625
1
<0.1%
0.28466796875
1
<0.1%
0.287841796875
1
<0.1%
0.291015625
3
<0.1%
LARGEST VALUES

1.0
13
<0.1%
0.99951171875
1,372
1.7%
0.9990234375
2,755
3.4%
0.99853515625
3,321
4.1%
0.998046875
3,229
4.0%
0.99755859375
2,823
3.5%
0.9970703125
2,240
2.8%
0.99658203125
2,047
2.5%
0.99609375
1,519
1.9%
0.99560546875
1,118
1.4%
0.9951171875
957
1.2%
0.99462890625
5,752
7.1%
0.994140625
763
0.9%
0.99365234375
811
1.0%
0.9931640625
509
0.6%
host_profile_pic_setting_indoor_outdoor
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

host_profile_pic_professionality
0.18
host_profile_pic_people_visible
0.10
calculated_host_listings_count
0.08
host_profile_pic_quality
-0.08
calculated_host_listings_count_entire_homes
0.07
host_listings_count
0.05
picture_url_setting_indoor_outdoor
0.05
longitude
-0.04
amount_of_amenities
-0.04
review_scores_communication
-0.04
minimum_minimum_nights
-0.04
minimum_nights_avg_ntm
-0.03
host_total_listings_count
0.03
maximum_minimum_nights
-0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_has_profile_pic
0.08
city
0.05
bathrooms_text
0.05
istanbul
0.03
host_is_superhost
0.03
london
0.03
oslo
0.03
room_type
0.02
instant_bookable
0.02
berlin
0.02
barcelona
0.01
host_response_time
0.01
host_identity_verified
0.01
has_availability
0.01
MOST FREQUENT VALUES

0.445556640625
4,803
5.9%
0.291015625
670
0.8%
0.248046875
516
0.6%
0.63330078125
508
0.6%
0.12420654296875
356
0.4%
0.515625
340
0.4%
0.385009765625
339
0.4%
0.437744140625
331
0.4%
0.76611328125
317
0.4%
0.33447265625
312
0.4%
0.1441650390625
291
0.4%
0.71240234375
278
0.3%
0.39990234375
274
0.3%
0.2509765625
266
0.3%
0.1561279296875
264
0.3%
SMALLEST VALUES

0.0001132488250732
2
<0.1%
0.0001511573791503
1
<0.1%
0.0001940727233886
2
<0.1%
0.0001971721649169
1
<0.1%
0.0002033710479736
1
<0.1%
0.0002131462097167
1
<0.1%
0.0002166032791137
1
<0.1%
0.0002305507659912
2
<0.1%
0.0002415180206298
3
<0.1%
0.0002672672271728
1
<0.1%
0.0002694129943847
1
<0.1%
0.000300645828247
1
<0.1%
0.0003054141998291
1
<0.1%
0.0003101825714111
1
<0.1%
0.0003149509429931
1
<0.1%
LARGEST VALUES

0.99853515625
7
<0.1%
0.998046875
25
<0.1%
0.99755859375
24
<0.1%
0.9970703125
20
<0.1%
0.99658203125
10
<0.1%
0.99609375
29
<0.1%
0.99560546875
17
<0.1%
0.9951171875
20
<0.1%
0.99462890625
77
<0.1%
0.994140625
35
<0.1%
0.99365234375
23
<0.1%
0.9931640625
99
0.1%
0.99267578125
20
<0.1%
0.9921875
36
<0.1%
0.99169921875
30
<0.1%
host_profile_pic_professionality
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

host_profile_pic_people_visible
0.37
host_profile_pic_quality
0.23
host_profile_pic_setting_indoor_outdoor
0.18
calculated_host_listings_count_entire_homes
0.16
calculated_host_listings_count
0.16
Unnamed: 0
-0.11
host_listings_count
0.11
aesthetic_score
-0.09
latitude
0.08
host_total_listings_count
0.08
longitude
-0.08
availability_30
-0.08
availability_60
-0.07
availability_90
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

city
0.13
host_has_profile_pic
0.12
istanbul
0.11
bathrooms_text
0.08
oslo
0.08
room_type
0.07
host_response_time
0.05
barcelona
0.05
host_identity_verified
0.05
berlin
0.04
instant_bookable
0.01
london
0.01
has_availability
0.01
host_is_superhost
0.01
MOST FREQUENT VALUES

0.392333984375
4,924
6.1%
0.2451171875
825
1.0%
0.71875
658
0.8%
0.5546875
482
0.6%
0.0953369140625
375
0.5%
0.07159423828125
370
0.5%
0.1778564453125
365
0.5%
0.030670166015625
359
0.4%
0.1895751953125
358
0.4%
0.0726318359375
343
0.4%
0.32421875
333
0.4%
0.53125
331
0.4%
0.2337646484375
318
0.4%
0.2568359375
318
0.4%
0.0863037109375
317
0.4%
SMALLEST VALUES

0.0001088976860046
1
<0.1%
0.0001177191734313
1
<0.1%
0.0001273155212402
1
<0.1%
0.0001971721649169
1
<0.1%
0.0002131462097167
4
<0.1%
0.0002166032791137
1
<0.1%
0.0002415180206298
1
<0.1%
0.0002453327178955
1
<0.1%
0.0002572536468505
1
<0.1%
0.00026535987854
1
<0.1%
0.0002825260162353
2
<0.1%
0.0002868175506591
2
<0.1%
0.0003101825714111
2
<0.1%
0.0003199577331542
1
<0.1%
0.0003249645233154
2
<0.1%
LARGEST VALUES

0.99658203125
1
<0.1%
0.9951171875
2
<0.1%
0.99462890625
1
<0.1%
0.994140625
1
<0.1%
0.99365234375
4
<0.1%
0.9931640625
1
<0.1%
0.99267578125
2
<0.1%
0.9921875
2
<0.1%
0.99169921875
10
<0.1%
0.9912109375
2
<0.1%
0.99072265625
8
<0.1%
0.990234375
6
<0.1%
0.98974609375
6
<0.1%
0.9892578125
2
<0.1%
0.98876953125
2
<0.1%
host_profile_pic_quality
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

host_profile_pic_professionality
0.23
host_profile_pic_people_visible
0.18
host_profile_pic_male_or_female
0.11
host_profile_pic_setting_indoor_outdoor
-0.08
calculated_host_listings_count_entire_homes
0.07
calculated_host_listings_count
0.06
longitude
0.05
host_listings_count
0.04
reviews_per_month
0.04
maximum_minimum_nights
0.04
host_acceptance_rate
0.03
latitude
-0.03
amount_of_amenities
0.03
host_response_rate
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_has_profile_pic
0.14
city
0.09
london
0.08
bathrooms_text
0.08
berlin
0.05
room_type
0.04
host_response_time
0.03
istanbul
0.03
host_is_superhost
0.03
barcelona
0.02
host_identity_verified
0.02
instant_bookable
0.01
oslo
0.00
has_availability
0.00
MOST FREQUENT VALUES

0.974609375
5,299
6.5%
0.97265625
1,251
1.5%
0.96875
844
1.0%
0.99169921875
727
0.9%
0.9345703125
701
0.9%
0.98974609375
669
0.8%
0.98828125
665
0.8%
0.99267578125
604
0.7%
0.990234375
601
0.7%
0.978515625
578
0.7%
0.98046875
570
0.7%
0.98876953125
561
0.7%
0.98681640625
550
0.7%
0.9794921875
549
0.7%
0.9775390625
539
0.7%
SMALLEST VALUES

0.02001953125
1
<0.1%
0.0321044921875
4
<0.1%
0.039642333984375
1
<0.1%
0.04400634765625
1
<0.1%
0.044677734375
1
<0.1%
0.04742431640625
2
<0.1%
0.049591064453125
1
<0.1%
0.05499267578125
1
<0.1%
0.0574951171875
1
<0.1%
0.06097412109375
1
<0.1%
0.0618896484375
1
<0.1%
0.06280517578125
1
<0.1%
0.06951904296875
1
<0.1%
0.07159423828125
2
<0.1%
0.07366943359375
1
<0.1%
LARGEST VALUES

1.0
17
<0.1%
0.99951171875
72
<0.1%
0.9990234375
329
0.4%
0.99853515625
222
0.3%
0.998046875
271
0.3%
0.99755859375
313
0.4%
0.9970703125
423
0.5%
0.99658203125
430
0.5%
0.99609375
419
0.5%
0.99560546875
429
0.5%
0.9951171875
350
0.4%
0.99462890625
478
0.6%
0.994140625
434
0.5%
0.99365234375
431
0.5%
0.9931640625
449
0.6%
aesthetic_score
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

latitude
-0.77
longitude
0.64
Unnamed: 0
0.60
minimum_minimum_nights
0.35
minimum_nights_avg_ntm
0.33
minimum_nights
0.31
availability_365
0.26
maximum_minimum_nights
0.25
availability_90
0.23
availability_60
0.23
availability_30
0.22
host_profile_pic_male_or_female
0.19
host_profile_pic_people_visible
-0.11
maximum_nights
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

city
0.84
istanbul
0.75
oslo
0.43
london
0.39
berlin
0.21
host_response_time
0.14
host_identity_verified
0.14
bathrooms_text
0.10
instant_bookable
0.10
barcelona
0.06
host_has_profile_pic
0.06
room_type
0.04
has_availability
0.02
host_is_superhost
0.01
MOST FREQUENT VALUES

5.473886676132679
538
0.7%
5.572325259447098
501
0.6%
5.776585668325424
68
<0.1%
5.359848324209452
65
<0.1%
5.154776019975543
41
<0.1%
6.230590728111565
24
<0.1%
5.593718692660332
21
<0.1%
6.817412557080388
17
<0.1%
6.684320999309421
16
<0.1%
7.2101232670247555
15
<0.1%
6.349874839186668
15
<0.1%
6.565364507958293
14
<0.1%
5.250651624985039
14
<0.1%
5.746558850631118
13
<0.1%
6.201457284390926
13
<0.1%
SMALLEST VALUES

3.2108159624040127
1
<0.1%
3.3047033715993166
1
<0.1%
3.3064658772200346
1
<0.1%
3.31934663746506
1
<0.1%
3.355289310216904
1
<0.1%
3.409590534865856
1
<0.1%
3.438272939994931
1
<0.1%
3.446273570880294
1
<0.1%
3.451498681679368
1
<0.1%
3.472192648798228
1
<0.1%
3.483962520956993
1
<0.1%
3.492670709267258
1
<0.1%
3.5090051628649235
1
<0.1%
3.522786047309637
1
<0.1%
3.523327052593231
1
<0.1%
LARGEST VALUES

8.182283068075776
1
<0.1%
8.077733104117215
1
<0.1%
8.072460144758224
1
<0.1%
8.061024316586554
1
<0.1%
8.009882999584079
1
<0.1%
8.00934693031013
1
<0.1%
8.00281061977148
1
<0.1%
7.989589404314756
1
<0.1%
7.988768709823489
1
<0.1%
7.98405934497714
1
<0.1%
7.965879237279296
2
<0.1%
7.948494674637914
1
<0.1%
7.943469751626253
1
<0.1%
7.938061760738492
1
<0.1%
7.933788527268916
3
<0.1%
picture_url_setting_indoor_outdoor
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

distance_to_city_center
-0.14
accommodates
-0.10
bedrooms
-0.10
beds
-0.09
bathrooms
-0.08
aesthetic_score
-0.06
amount_of_amenities
-0.06
longitude
-0.06
availability_30
-0.05
host_profile_pic_setting_indoor_outdoor
0.05
calculated_host_listings_count
0.04
reviews_per_month
0.04
availability_60
-0.04
calculated_host_listings_count_private_rooms
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

city
0.12
bathrooms_text
0.10
oslo
0.10
london
0.06
room_type
0.06
host_response_time
0.05
istanbul
0.04
instant_bookable
0.04
berlin
0.03
host_identity_verified
0.03
barcelona
0.02
host_has_profile_pic
0.01
has_availability
0.01
host_is_superhost
0.01
MOST FREQUENT VALUES

0.98974609375
1,304
1.6%
0.986328125
1,273
1.6%
0.76904296875
1,203
1.5%
0.98779296875
1,106
1.4%
0.98828125
1,097
1.4%
0.9912109375
1,088
1.3%
0.98876953125
1,052
1.3%
0.99169921875
1,049
1.3%
0.982421875
967
1.2%
0.994140625
960
1.2%
0.990234375
941
1.2%
0.9921875
927
1.1%
0.974609375
925
1.1%
0.978515625
924
1.1%
0.99072265625
921
1.1%
SMALLEST VALUES

0.0002572536468505
1
<0.1%
0.0004727840423583
1
<0.1%
0.0005273818969726
1
<0.1%
0.0005359649658203
1
<0.1%
0.0005526542663574
1
<0.1%
0.0005617141723632
1
<0.1%
0.0006022453308105
1
<0.1%
0.0006070137023925
2
<0.1%
0.0006361007690429
1
<0.1%
0.0006461143493652
1
<0.1%
0.0006566047668457
1
<0.1%
0.0006666183471679
1
<0.1%
0.0006771087646484
1
<0.1%
0.0007095336914062
1
<0.1%
0.0007319450378417
1
<0.1%
LARGEST VALUES

1.0
2
<0.1%
0.99951171875
52
<0.1%
0.9990234375
183
0.2%
0.99853515625
289
0.4%
0.998046875
349
0.4%
0.99755859375
492
0.6%
0.9970703125
560
0.7%
0.99658203125
598
0.7%
0.99609375
708
0.9%
0.99560546875
737
0.9%
0.9951171875
781
1.0%
0.99462890625
828
1.0%
0.994140625
960
1.2%
0.99365234375
902
1.1%
0.9931640625
781
1.0%
amount_of_amenities
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

accommodates
0.21
number_of_reviews_ltm
0.20
host_response_rate
0.19
review_scores_rating
0.18
review_scores_cleanliness
0.18
host_acceptance_rate
0.18
availability_30
-0.17
review_scores_value
0.16
review_scores_accuracy
0.16
review_scores_communication
0.16
number_of_reviews
0.16
minimum_minimum_nights
-0.16
number_of_reviews_l30d
0.15
availability_60
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_is_superhost
0.29
host_response_time
0.26
room_type
0.21
bathrooms_text
0.18
host_has_profile_pic
0.17
has_availability
0.10
city
0.07
host_identity_verified
0.06
london
0.05
instant_bookable
0.05
istanbul
0.04
oslo
0.03
barcelona
0.03
berlin
0.00
MOST FREQUENT VALUES

9
1,936
2.4%
28
1,901
2.3%
10
1,892
2.3%
27
1,887
2.3%
34
1,877
2.3%
8
1,877
2.3%
29
1,860
2.3%
7
1,842
2.3%
36
1,832
2.3%
33
1,824
2.3%
35
1,818
2.2%
39
1,780
2.2%
37
1,766
2.2%
30
1,765
2.2%
32
1,763
2.2%
SMALLEST VALUES

0
261
0.3%
1
109
0.1%
2
163
0.2%
3
398
0.5%
4
802
1.0%
5
1,387
1.7%
6
1,629
2.0%
7
1,842
2.3%
8
1,877
2.3%
9
1,936
2.4%
10
1,892
2.3%
11
1,594
2.0%
12
1,549
1.9%
13
1,456
1.8%
14
1,332
1.6%
LARGEST VALUES

116
1
<0.1%
106
1
<0.1%
101
1
<0.1%
100
1
<0.1%
99
1
<0.1%
98
1
<0.1%
96
1
<0.1%
95
3
<0.1%
94
1
<0.1%
93
2
<0.1%
92
4
<0.1%
91
4
<0.1%
90
1
<0.1%
89
7
<0.1%
88
6
<0.1%
berlin
MISSING:
---
TOP CATEGORIES

0.0
72,058
89%
1.0
9,008
11%
ALL
81,066
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
berlin
PROVIDES INFORMATION ON...

city
0.23
istanbul
0.07
london
0.07
barcelona
0.05
oslo
0.04
host_identity_verified
0.01
host_has_profile_pic
0.00
bathrooms_text
0.00
has_availability
0.00
host_is_superhost
0.00
host_response_time
0.00
room_type
0.00
instant_bookable
0.00

THESE FEATURES
GIVE INFORMATION
ON berlin:

city
1.00
istanbul
0.13
london
0.12
barcelona
0.07
oslo
0.04
bathrooms_text
0.01
host_response_time
0.01
host_identity_verified
0.00
host_is_superhost
0.00
host_has_profile_pic
0.00
room_type
0.00
has_availability
0.00
instant_bookable
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
berlin
CORRELATION RATIO WITH...

latitude
0.28
Unnamed: 0
0.27
aesthetic_score
0.21
availability_30
0.15
availability_60
0.13
availability_90
0.12
number_of_reviews
0.11
number_of_reviews_ltm
0.08
bedrooms
0.07
calculated_host_listings_count_shared_rooms
0.07
reviews_per_month
0.07
number_of_reviews_l30d
0.07
spelling_errors
0.07
availability_365
0.07
barcelona
MISSING:
---
TOP CATEGORIES

0.0
65,644
81%
1.0
15,422
19%
ALL
81,066
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
barcelona
PROVIDES INFORMATION ON...

city
0.32
istanbul
0.13
london
0.12
berlin
0.07
oslo
0.07
host_response_time
0.01
bathrooms_text
0.01
has_availability
0.01
host_has_profile_pic
0.01
host_identity_verified
0.01
instant_bookable
0.00
room_type
0.00
host_is_superhost
0.00

THESE FEATURES
GIVE INFORMATION
ON barcelona:

city
1.00
istanbul
0.17
london
0.15
berlin
0.05
oslo
0.05
bathrooms_text
0.03
host_response_time
0.03
instant_bookable
0.01
host_has_profile_pic
0.00
host_identity_verified
0.00
room_type
0.00
has_availability
0.00
host_is_superhost
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
barcelona
CORRELATION RATIO WITH...

Unnamed: 0
0.51
latitude
0.43
longitude
0.39
distance_to_city_center
0.29
availability_30
0.29
availability_60
0.26
availability_90
0.21
number_of_reviews
0.17
calculated_host_listings_count
0.16
calculated_host_listings_count_private_rooms
0.16
number_of_reviews_ltm
0.13
calculated_host_listings_count_entire_homes
0.12
host_listings_count
0.11
minimum_minimum_nights
0.10
istanbul
MISSING:
---
TOP CATEGORIES

0.0
55,664
69%
1.0
25,402
31%
ALL
81,066
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
istanbul
PROVIDES INFORMATION ON...

city
0.41
london
0.22
barcelona
0.17
berlin
0.13
oslo
0.12
host_identity_verified
0.03
host_has_profile_pic
0.02
host_response_time
0.01
bathrooms_text
0.01
instant_bookable
0.00
room_type
0.00
has_availability
0.00
host_is_superhost
0.00

THESE FEATURES
GIVE INFORMATION
ON istanbul:

city
1.00
london
0.21
barcelona
0.13
berlin
0.07
oslo
0.06
host_response_time
0.03
bathrooms_text
0.02
host_identity_verified
0.01
host_has_profile_pic
0.01
instant_bookable
0.00
room_type
0.00
host_is_superhost
0.00
has_availability
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
istanbul
CORRELATION RATIO WITH...

longitude
0.93
Unnamed: 0
0.82
aesthetic_score
0.75
latitude
0.64
minimum_minimum_nights
0.45
minimum_nights_avg_ntm
0.41
minimum_nights
0.40
availability_30
0.39
availability_60
0.39
availability_90
0.36
availability_365
0.32
maximum_minimum_nights
0.31
host_profile_pic_male_or_female
0.19
distance_to_city_center
0.18
london
MISSING:
---
TOP CATEGORIES

0.0
57,861
71%
1.0
23,205
29%
ALL
81,066
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
london
PROVIDES INFORMATION ON...

city
0.40
istanbul
0.21
barcelona
0.15
berlin
0.12
oslo
0.11
bathrooms_text
0.01
host_identity_verified
0.01
room_type
0.00
host_response_time
0.00
has_availability
0.00
host_has_profile_pic
0.00
host_is_superhost
0.00
instant_bookable
0.00

THESE FEATURES
GIVE INFORMATION
ON london:

city
1.00
istanbul
0.22
barcelona
0.12
berlin
0.07
oslo
0.06
bathrooms_text
0.02
room_type
0.00
host_response_time
0.00
host_identity_verified
0.00
host_has_profile_pic
0.00
has_availability
0.00
host_is_superhost
0.00
instant_bookable
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
london
CORRELATION RATIO WITH...

longitude
0.63
latitude
0.41
aesthetic_score
0.39
minimum_minimum_nights
0.29
minimum_nights_avg_ntm
0.27
minimum_nights
0.25
maximum_minimum_nights
0.21
distance_to_city_center
0.17
availability_365
0.16
spelling_errors
0.15
availability_90
0.09
availability_60
0.08
host_profile_pic_quality
0.08
Unnamed: 0
0.08
oslo
MISSING:
---
TOP CATEGORIES

0.0
73,037
90%
1.0
8,029
10%
ALL
81,066
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
oslo
PROVIDES INFORMATION ON...

city
0.21
istanbul
0.06
london
0.06
host_identity_verified
0.05
barcelona
0.05
berlin
0.04
instant_bookable
0.03
host_response_time
0.01
room_type
0.01
has_availability
0.01
bathrooms_text
0.01
host_is_superhost
0.00
host_has_profile_pic
0.00

THESE FEATURES
GIVE INFORMATION
ON oslo:

city
1.00
istanbul
0.12
london
0.11
barcelona
0.07
instant_bookable
0.06
host_response_time
0.05
berlin
0.04
host_identity_verified
0.04
bathrooms_text
0.03
room_type
0.02
has_availability
0.00
host_is_superhost
0.00
host_has_profile_pic
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
oslo
CORRELATION RATIO WITH...

latitude
0.64
Unnamed: 0
0.45
aesthetic_score
0.43
host_profile_pic_male_or_female
0.18
minimum_nights_avg_ntm
0.16
minimum_minimum_nights
0.16
host_acceptance_rate
0.15
maximum_minimum_nights
0.15
minimum_nights
0.14
maximum_nights
0.13
distance_to_city_center
0.13
availability_365
0.11
host_profile_pic_people_visible
0.10
calculated_host_listings_count
0.10